Luca Saglietti

استادیار · Machine Learning

Italy

معرفی

Luca Saglietti is an Assistant Professor in the Department of Computing Sciences at Bocconi University, Milan. He holds a PhD from the Polytechnic of Turin (2018) and has conducted postdoctoral research at Microsoft Research (Cambridge, MA), ENS (Paris), and EPFL (Lausanne). His work bridges Machine Learning and Statistical Physics, focusing on theoretical models to understand learning algorithms.

Research Interests
- Supervised/semi-supervised learning paradigms
- Transfer learning, continual learning, distillation
- Multi-learner systems (adversarial learning, multi-headed networks)
- Curriculum learning and fairness in ML

His recent publications explore large deviations in ML models, curriculum learning theory, and regularization via distillation. Teaching includes Foundations of Physics I (BAI program) and Computer Programming (BEMACS program).

حوزه‌های پژوهشی

Machine Learning Statistical Physics Supervised Learning Semi-Supervised Learning Transfer Learning Continual Learning Self-Supervised Learning Knowledge Distillation Stochastic Optimization Adversarial Learning Multi-Headed Networks Curriculum Learning Machine Learning Fairness

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Luca Saglietti

معرفی

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