Find Academic Supervisors

• Mathematics of Data
• Numerical Linear Algebra
• Randomized Algorithms
• +5 more

Liza Rebrova is an Assistant Professor in the Department of Operations Research and Financial Engineering (ORFE) at Princeton University's School of Engineering and Applied Science. She is also an associated faculty member of the Program in Applied and Computational Mathematics (PACM) and the Center for Statistics and Machine Learning (CSML). Her research focuses on randomized numerical linear algebra and the mathematics of data science, with connections to high-dimensional probability and stochastic optimization. She develops mathematically justified randomized algorithms for large-scale data, particularly interested in settings where data exhibits mathematical structure such as spectral decay, multi-modality, or non-negativity. Her work addresses challenges in data compression, recovery, and optimization under structured noise conditions. Dr. Rebrova's recent publications show a strong trend toward developing robust algorithms for linear systems, tensor data compression, and nonnegative matrix factorization. Her work bridges theoretical foundations with practical applications in machine learning and data science, with emphasis on memory efficiency and handling corrupted or incomplete data. NSF DMS-2309685 (Single PI, 2024-2026): "Outliers are not what they seem: data-aware, flexible, and robust randomized iterative methods" NSF DMS-2108479 (Collaborative, 2022-2024): "Fast, Low-Memory Embeddings for Tensor Data with Applications" (co-PIs Mark Iwen and Deanna Needell) She currently advises three PhD students (Jackie Lok, Shambhavi Suryanarayanan, and Sofiia Shvaiko) and has previously advised Abraar Chaudhry (PhD 2024) and Nicolo Grometto (Masters thesis 2023). At Princeton, she teaches graduate courses including ORF526 (Graduate Probability), ORF387 (Networks), and ORF523 (Convex and Conic Optimization).

• Corporate Social Responsibility
• Business Ethics
• Digital Ethics
• +6 more

Peter Seele is a Full Professor at the Faculty of Communication, Culture and Society at Università della Svizzera italiana (USI). He is affiliated with the Center for Climate Finance and Sustainability (CCFS), Ethics and Communication Law Center (ECLC), and the Luxury Observatory Lugano (LOLugano). His research focuses on Corporate Social Responsibility (CSR), Business Ethics, Digital Ethics, Greenwashing, and Machinewashing. Dr. Seele holds dual PhDs in Economics (University of Witten/Herdecke, Germany) and Philosophy (University of Düsseldorf, Germany). He previously served as an Assistant Professor at the University of Basel and conducted post-doctoral research at the Institute for Advanced Studies in the Humanities (KWI) in Essen. His educational background includes studies at the University of Oldenburg and Delhi School of Economics, followed by two years as a business consultant in Frankfurt. His research explores ethical challenges in digitalization, sustainability, and technology. Notable themes include AI ethics governance, ethicswashing in corporate communication, and the interplay between blockchain and business ethics. Recent work addresses greenwashing trends, the ethical implications of algorithmic systems, and sustainable practices in luxury industries. Publications highlight critical analyses of digital ethics frameworks, sustainability backlashes, and the societal impact of emerging technologies. His interdisciplinary approach bridges philosophy, business studies, and environmental science, with a focus on practical solutions for ethical dilemmas in modern organizations. Peter Seele collaborates across academic and industrial sectors, emphasizing real-world applications of ethical theories. He advises on CSR strategies, digital transparency, and regulatory frameworks for sustainable business practices.

• Fixed Income Finance
• Yield Curve Risk Management
• Financial Markets Theory
• +3 more

Nicola Carcano is a Lecturer at the Faculty of Economics, Università della Svizzera italiana (USI), where he teaches Structured Products. He is also a seasoned financial professional currently serving as Head of Asset Management at Phosphor Asset Management SA, indicating a strong bridge between academic instruction and industry leadership in finance. His educational background includes a degree in Economics from LUISS University in Rome, an MBA in Finance from New York University, and a PhD in Financial Markets Theory from the University of St. Gallen. The Fulbright Scholarship supported his MBA studies, highlighting early academic excellence. His research and teaching focus on fixed income finance and yield curve risk management models. Given his industry leadership roles at institutions such as UBS Investment Banking, Mercer, and Bank Vontobel, his expertise brings practical depth to academic finance. His work emphasizes quantitative and strategic aspects of asset and portfolio management for high-net-worth clients. While no publications are listed in the provided text, his research areas suggest contributions to financial modeling, risk assessment in fixed income markets, and structured investment products. Fulbright Scholarship Nicola Carcano advises through teaching rather than formal student supervision, as no advisees are listed. His career reflects a pattern of leadership in funded financial initiatives, particularly in portfolio and asset management, though specific grant details are not provided. His dual role in academia and executive management suggests a focus on applied research and industry-relevant curriculum development. He is associated with the academic environment at USI's Lugano campus, particularly the Blue Building (Office PC-006), and is available for contact every Wednesday before or after lectures, indicating active engagement with students and the academic community.

Dominique ForayView profile

Professor

• Economics of Innovation
• Science and Technology Indicators
• Technology Policy
• +3 more

Dominique Foray is a Professor at Ecole Polytechnique Fédérale de Lausanne (EPFL) and holds the Chair of Economics and Management of Innovation (CEMI). He is a member of the Swiss Council for Science, chairman of the KOF Swiss Economic Research Institute's Advisory Board, and a foreign member of Columbia University's Center of Capitalism and Society. His career includes extensive advisory roles, such as with the European Commission's 'Knowledge for Growth' group and Germany's Expert Commission for Research and Innovation. Education: Ph.D. in Economics, University Lumière of Lyon (1984) Habilitation à diriger des recherches, University Lumière of Lyon (1992) Foray's research focuses on the economics of innovation, knowledge-based economy dynamics, technology policy, smart specialization strategies, and institutional frameworks for innovation. He has authored seminal works including The Economics of Knowledge (MIT Press, 2004) and Smart Specialisation (Routledge, 2015). His recent publications explore mission-oriented innovation policies, smart specialization in EU contexts, and knowledge diffusion mechanisms. Foray's work bridges academic theory with practical policy design, influencing regional and national innovation strategies globally. Advising: Past EPFL PhD students: Aouinait Camille Marguerite, Ayoubi Charles Chadi, Baruffaldi Stefano Horst, Bednyagin Denis, Bogers Marcellus, Coffano Monica, Conti Annamaria, Cristelli Gabriele, Gaulé Patrick, Hamdan Livramento Intan Maizurah, Marino Marianna, Muñoz Tellez de Kieffer Viviana Carolina, Pellegrin Claudia, Simeth Markus Foray's institutional roles include leadership in European policy initiatives and contributions to the World Bank's studies on innovation's role in economic growth. His interdisciplinary approach integrates economics, policy analysis, and technology management to address grand societal challenges through innovation.

David BasinView profile

Professor

• Information Security
• Formal Methods
• Cryptography
• +3 more

David Basin is a Full Professor at the Department of Computer Science, ETH Zurich, and heads the Information Security Group. He has held academic positions since 2003, including roles at the University of Freiburg (1997–2002) and the Max-Planck-Institut für Informatik (1992–1997). His research focuses on Information Security, including methods and tools for secure systems, formal verification, and cryptographic protocols. He is Editor-in-Chief of the ACM Transactions on Privacy and Security and Springer's Information Security and Cryptography book series. Basin founded the Zurich Information Security Center (ZISC) in 2003 and led it until 2011. Education: B.Sc. in Mathematics (Reed College, 1984), Ph.D. (Cornell University, 1989), and Habilitation (University of Saarbrücken, 1996). Research interests span formal methods for security protocol verification, privacy-preserving systems, and cryptographic implementations. He has contributed to foundational work on security protocols, including the Tamarin verification framework. His work addresses real-world systems like payment protocols (EMV), DNS security, and database isolation guarantees. Awards: ACM Fellow (2018) for contributions to Information Security and Formal Methods, IEEE Fellow. He has organized numerous conferences, including IEEE S&P, Euro S&P, and ACM CCS. Labs/Teams: Leads the Information Security Group at ETH Zurich and co-founded Anapaya Systems, a startup focused on network security solutions. His team develops tools like VeriMon (formally verified monitoring) and Tamarin for protocol analysis.

Damir FilipovicView profile

Professor

• Quantitative Finance
• Risk Management
• Machine Learning
• +7 more

Academic Profile: Damir Filipovic is a Full Professor and the Swissquote Chair in Quantitative Finance at the College of Management of Technology (CDM) of École Polytechnique Fédérale de Lausanne (EPFL), Switzerland. He previously held academic positions at the University of Vienna, University of Munich, and Princeton University, and served as Head of the Vienna Institute of Finance. Research Focus: Quantitative finance, risk management, stochastic processes, term structure modeling, volatility risk, and machine learning applications in financial markets. Industry Collaboration: Co-developed the Swiss Solvency Test for insurance capital requirements while consulting for the Swiss Federal Office of Private Insurance. Publications: Contributed extensively to journals like Journal of Financial Economics, Mathematical Finance, and Annals of Applied Probability, with a textbook on Term-Structure Models. Academic Service: Editorial board member of multiple journals and organizer of advanced workshops on systemic risk and financial technology. Recent Research: His work emphasizes machine learning for portfolio risk management, kernel-based yield curve estimation, and robust stochastic modeling. Keynote speaker at international conferences on finance and insurance mathematics, with over 15 recent publications in 2023-2025 addressing high-dimensional financial problems, neural control systems, and causal inference in market data. Education: Ph.D. in Mathematics from ETH Zurich (2000). Graduate of ETH Zurich and University of Vienna. Teaching & Mentorship: Supervises current and former EPFL Ph.D. students in quantitative finance, including Nicolas Camenzind, Joshua Hayes, Andrea Ruglioni, and ten others. Former students like Damien Ackerer and Lotfi Boudabsa now lead research in risk management. Labs & Programs: Directs EPFL's Finance and Technology Programme, leads the Computational Finance Group (CSF) at EPFL, and contributes to Swiss Finance Institute initiatives. Scientific Leadership: Served on EPFL Committee of Academic Evaluation and Doctoral Program Finance committee.

• Machine Learning
• Spatial Statistics
• Financial Econometrics
• +3 more

Fabio Sigrist is a Professor of Applied Statistics and Data Science at the Institute of Financial Services Zug (IFZ) , part of the Lucerne University of Applied Sciences and Arts . He also holds a Senior Scientist and Lecturer position at the Seminar for Statistics, ETH Zurich . His career spans academic research, industry consulting, and project leadership in finance and data science. PhD in Statistics (2013), ETH Zurich MSc in Mathematics with distinction (2008), ETH Zurich MEd in Mathematics Education (2008), ETH Zurich Sigrist’s research focuses on integrating Machine Learning with Spatial Statistics for applications in Financial Econometrics and Credit Risk . His work includes developing novel algorithms like GPBoost and KTBoost , advancing spatio-temporal modeling , and applying tree-based boosting to financial problems. Projects such as CreHos (credit risk in hospitality) and NISMO (interpretable real estate modeling) highlight his interdisciplinary approach. His publications address challenges in large-scale spatial data , loss given default modeling , and stock volatility prediction . He contributes to software development with tools like spate (R package) and varycoef (spatially varying coefficients).

Fritz BruggerView profile

Lecturer

• Development Economics
• Natural Resource Extraction
• Public Health Policy
• +3 more

Fritz Brugger is a Lecturer at the Department of Humanities, Social and Political Sciences at ETH Zürich and serves as the executive director of NADEL (Network for African-Ethiopian Development Linkages). He holds a PhD in Development Studies from the Graduate Institute of International and Development Studies in Geneva. His research focuses on the developmental impacts of natural resource extraction, extractive industries' corporate roles, and governance challenges in Sub-Saharan Africa. Key areas include health impacts of mining, illicit financial flows, and policy interventions in resource-dependent economies. Prior to joining ETH Zürich, Brugger worked at Helvetas for eight years, later becoming a consultant on governance issues in water management, agriculture, and corporate responsibility. He designed an index-based agricultural insurance system and a mobile-tech platform for smallholder farmers' market access. His work spans diverse regions, with a focus on Burkina Faso, Ghana, and Mozambique. His publications emphasize interdisciplinary approaches, such as Q-methodology for policy engagement, and address topics like mercury use in artisanal mining, corporate due diligence, and the energy transition's impact on social licenses. He contributes to global debates on illicit financial flows, tax evasion, and sustainable development goals implementation through multilateral institutions. Brugger's advisory and grant work includes projects on health impact assessments in mining communities, policy coherence in development aid, and the nexus of extractive industries and conflict. He collaborates with NGOs, governments, and private sector entities to bridge research and policy, particularly in fragile contexts.

Andreas FusterView profile

Associate Professor

• Empirical Finance
• Household Finance
• Real Estate Finance
• +5 more

Andreas Fuster is an Associate Professor of Finance and SFI Senior Chair at the Swiss Finance Institute (SFI) @ EPFL, and a Research Fellow at the Centre for Economic Policy Research (CEPR). He previously worked at the Federal Reserve Bank of New York and the Swiss National Bank, where he maintains a part-time research advisor role. His research focuses on empirical finance (household finance, real estate, banking, fintech), macroeconomics, and behavioral economics, with recent work examining technological advancements in credit markets. He teaches courses in financial engineering, macroeconomics, and financial econometrics at EPFL. As Director of the Doctoral Program in Finance at EPFL and academic co-director of the EPFL Executive Education Fintech program, he oversees academic development and executive training. His editorial roles include Associate Editor at the Review of Financial Studies and Journal of Financial Economics . Education: Ph.D. from Harvard University, M.Phil. from Oxford University, B.A. from University of Lausanne (all in economics). Research Interests: Empirical finance, macroeconomics, behavioral and experimental economics, fintech, mortgage markets, and banking regulation. External Roles: Co-organizer of the BIS-CEPR-SCG-SFI Conference on Financial Intermediation and SNB-CIF Conference on Cryptoassets and Financial Innovation. Grants & Awards: Recognition for contributions to financial stability and policy analysis (no specific awards listed). His work has been published in top journals such as the Quarterly Journal of Economics and Review of Financial Studies. He advises on sustainable digital finance through Innosuisse and contributes to policy analysis via CEPR and the Federal Reserve Bank of NY.

• Economics
• International Finance
• Macroeconomics
• +3 more

Alan M. Taylor is a prominent Research Fellow at National Bureau of Economic Research (NBER) and Centre for Economic Policy Research (CEPR) . He holds a permanent affiliation with Columbia University in the United States, where he contributes to economics research. His research spans financial history , macroeconomic policy , international trade , and capital market dynamics . Key themes include credit cycles , monetary policy , economic crises , and historical financial systems . He has extensively analyzed the trilemma of exchange rates, monetary policy, and capital mobility, and pioneered work on long-term rate of return data across capital assets. His recent publications focus on financial stability , credit booms , and macroeconomic consequences of pandemics . Collaborative works with economists like Òscar Jordà, Moritz Schularick, and Kevin H. O'Rourke demonstrate interdisciplinary engagement. His empirical methodology emphasizes local projections , historical econometrics , and long-run equilibrium modeling in international finance.

Cesla AmarelleView profile

Professor

• Migration Law
• Human Rights
• Constitutional Law
• +5 more

Cesla Amarelle serves as Full Professor and Chairholder of Public Law and Migration Law at the University of Neuchâtel's Faculty of Law. Her academic leadership extends to co-directing the Swiss Center for Migration Law (CDM) and contributing to national research initiatives including the National Center of Competence in Research (NCCR) 'On the Move'. She concurrently holds significant public appointments as Chair of the Institute of European Law at the University of Fribourg and Federal Commissioner for Women's Issues, with recent expert designation to the Federal Round Table on signature collection integrity for 2024. Her academic foundation includes a law degree from the University of Lausanne (1996), LL.M. in European and International Economic Law from the University of Fribourg, and doctoral thesis from the University of Lausanne (2004). Her career progression at the University of Neuchâtel spans assistant professor (2009-2014), extraordinary professor (2015-2016), and full professor positions since 2016, complemented by earlier research roles at Swiss National Science Foundation and University of Fribourg. Professor Amarelle's research centers on migration law frameworks, human rights protections in asylum systems, and constitutional dimensions of European integration. Her work critically examines the intersection of migration governance with digital technologies, climate change impacts, and gender equality. Current projects analyze temporary protection regimes, non-refoulement principles in technological contexts, and the evolving relationship between Swiss migration law and European legal frameworks. Her scholarship consistently bridges theoretical legal analysis with practical policy implementation challenges. Her extensive publication record demonstrates evolving focus from foundational migration law codification toward contemporary challenges including digital discrimination, child rights in emergency contexts, and sustainable finance frameworks. Recent scholarship reflects increasing engagement with technological impacts on migration governance and the humanitarian dimensions of temporary protection systems, while maintaining rigorous analysis of constitutional and European law interfaces. Professor Amarelle actively contributes to academic and public discourse through leadership in the Swiss Center for Migration Law and participation in the NCCR 'On the Move' consortium. Her public service includes significant political roles as Vaud State Councilor for Education (2017-2022) and National Councilor (2011-2017), where she chaired key committees on political institutions and finance while representing Swiss higher education interests nationally. She maintains active engagement with professional associations including the Swiss Conference of Higher Education Institutions and Conference of Directors of Public Education.

Laurence M. BallView profile

Professor

• Macroeconomics
• Monetary Policy
• Inflation Dynamics
• +6 more

Laurence M. Ball is Professor of Economics at Johns Hopkins University's Krieger School of Arts and Sciences, Department of Economics. He also holds positions as a Research Associate at the National Bureau of Economic Research (NBER) and consultant for the International Monetary Fund. Ball has served as a Visiting Scholar at numerous central banks including the Federal Reserve, European Central Bank, Bank of Japan, Bank of England, and Reserve Bank of New Zealand. Ball received his PhD in Economics from MIT and has established himself as a leading macroeconomist specializing in monetary policy, inflation dynamics, and unemployment. His research has significantly advanced our understanding of the Phillips curve, inflation targeting frameworks, and the natural rate of unemployment. He is particularly known for developing the weighted median inflation measure as a superior alternative to traditional core inflation metrics. Ball's research portfolio reveals consistent focus on understanding inflation behavior across different economic environments, from the Great Recession to the post-pandemic period. His recent work (2023-2025) has centered on shelter inflation measurement, post-pandemic inflation dynamics, and refining inflation targeting frameworks. The thematic continuity across his publications demonstrates his sustained contribution to monetary economics, with particular emphasis on empirical validation of theoretical models using real-world data. Scientific Recognition: Research Associate, National Bureau of Economic Research Author of influential book The Fed and Lehman Brothers: Setting the Record Straight on a Financial Disaster (Cambridge University Press, 2018) Extensive publication record in top economics journals and NBER working papers Ball has made significant contributions to policy debates through his IMF consultancy and central bank engagements. His work on inflation measurement during the pandemic provided timely insights for monetary policymakers worldwide. His research on hysteresis in unemployment has influenced how economists understand the long-term effects of recessions. Ball maintains an active research agenda, with multiple working papers published through 2025 addressing contemporary monetary policy challenges.

Joseph FrancoisView profile

Professor

• International Economics
• Trade Policy
• Globalization
• +4 more

Joseph Francois is a Professor of Economics and Director at the World Trade Institute (WTI) , affiliated with the Economic Institute at the University of Bern. He previously served as Deputy Director of the NCCR Trade Regulation (2015–2017) and held professorships at Johannes Kepler Universität Linz, Erasmus University Rotterdam, and other institutions. His research spans international economics, trade policy, globalization, environmental economics, and computable general equilibrium (CGE) modeling. Key focus areas include cross-border production chains, trade in services, open economy competition policy, financial market integration, and the interplay between trade agreements and sustainability goals. Scientific distinctions include a Fellowship at the Centre for Economic Policy Research (London). His methodological expertise includes CGE modeling, econometric estimation of large nonlinear systems, and policy analysis of trade disputes, carbon border adjustments, and non-tariff measures. Education: Ph.D. in Economics, University of Maryland BA in Economics and History, University of Virginia He has contributed extensively to policy briefs and technical reports, particularly in analyzing trade impacts on employment, economic development, and environmental outcomes.

Andreas Georg SchererView profile

Professor

• Business Ethics
• Corporate Social Responsibility
• Critical Theory
• +8 more

Prof. Dr. Dr. h.c. Andreas Georg Scherer is a Full Professor and Chair of Foundations of Business Administration and Theories of the Firm at the University of Zurich. His academic career began with studies at the University of Erlangen-Nuremberg, culminating in a Diplom-Kaufmann (1989), Dr. rer. pol. (1994), and habilitation (2000). Since 2002, he has held his current chair, focusing on business ethics, globalization, and organization theory. Affiliations: Member of University of Zurich’s Ethics and Sustainability Committees, Academic Advisory Board at Zeppelin University, and editorial roles in journals like Business Ethics Quarterly and Journal of Management Studies. Education: 1984–1989: Studies in Business Administration, University of Erlangen-Nuremberg 1989: Diplom-Kaufmann (Master equivalent) 1994: Dr. rer. pol. (PhD) 2000: Habilitation in Business Administration Research Interests: Scherer’s work bridges business ethics, globalization, and organization theory. Key themes include corporate political responsibility ( Political CSR ), digitalization’s societal impacts, and the role of multinational firms in global governance. His research emphasizes critical theory and discourse ethics frameworks. Publications: Over 60 journal articles and books, including Handbook of Research on Global Corporate Citizenship (2008) and Multinationale Unternehmen und Globalisierung (2003). Recent work explores dark sides of digitalization and responsible innovation governance. Awards: 2020: Dr.rer.pol.h.c. honorary degree (University of Hamburg) 2020: Best Paper Award (WK INT Committee) 2018: VHB Best Practice Paper Award 2012: OMT Best Published Paper Finalist Advising & Grants: Supervised over 10 doctoral students, including Dorothee Baumann-Pauly and Christian Voegtlin. Led Swiss National Science Foundation projects on corporate legitimacy, responsible leadership, and anti-corruption strategies. Labs/Teams: Heads the Foundations of Business Administration research group at the University of Zurich, focusing on ethical and political dimensions of corporate activity. Collaborates with global institutions like the World Business Council for Sustainable Development.

• Natural Language Processing
• Artificial Intelligence
• Computational Argumentation
• +3 more

Christina Niklaus is an Assistant Professor in the Department of Computer Science at the University of St. Gallen (HSG). Her research focuses on Natural Language Processing (NLP), Artificial Intelligence (AI), and Computational Argumentation, with an emphasis on text simplification, knowledge representation, and responsible AI. She leads the project 'Conversational AI: Dialogue-based Adaptive Argumentative Writing Support' funded by SNSF Basic Research (2022–2026). Education : Ph.D. in Computer Science, University of Passau, Germany (2022) M.Sc. in Computer Science, University of Passau, Germany (2016) B.Sc. in Applied Computer Science, University of Bamberg, Germany (2011) Research Interests : Christina Niklaus develops AI systems to bridge complex information with human understanding, emphasizing accessibility and ethical integrity. Her work includes: Context-aware NLP systems for simplifying technical texts Computational tools for enhancing argumentation skills in academic writing Open Information Extraction (OIE) for structured knowledge representation Responsible AI frameworks ensuring fairness and transparency Recent Article Trends : Her recent work explores large language models (LLMs) in education, discourse-aware text simplification, and argument quality assessment. Key contributions include applying FinBERT for financial text analysis and developing adaptive writing support systems. Awards : Best Paper Award (ECEI 2024) Best Paper Nomination (CSEDU 2023) Nominated for GI-Dissertationspreis (2022) delina Innovation Award (2021) Teaching & Grants : Teaches Database Systems and Advanced Databases at HSG Principal investigator of multiple grants including SNSF Basic Research Labs/Teams : Her research group focuses on interdisciplinary AI applications in education and argumentation, collaborating with institutions like LEARNTEC and CHI.