Schedule, Notes/Handouts & Videos

Mathematics of Machine Learning (INdAM and Courant Institute) July 25, 2022 - August 05, 2022

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Jul 25, 2022
Monday

09:00 AM - 10:00 AM

Lecture: Convex Optimization
Nicolas Flammarion (École Polytechnique Fédérale de Lausanne (EPFL))

10:15 AM - 11:15 AM

Lecture: Online Learning
Nicolo Cesa-Bianchi (Universita degli Studi di Milano)

11:30 AM - 12:30 PM

Lecture: Statistical Learning Theory
Robert Schapire (Microsoft Research)

Jul 26, 2022
Tuesday

09:00 AM - 10:00 AM

Lecture: Convex Optimization
Nicolas Flammarion (École Polytechnique Fédérale de Lausanne (EPFL))

10:15 AM - 11:15 AM

Lecture: Online Learning
Nicolo Cesa-Bianchi (Universita degli Studi di Milano)

11:30 AM - 12:30 PM

Lecture: Statistical Learning Theory
Robert Schapire (Microsoft Research)

Jul 27, 2022
Wednesday

09:00 AM - 10:00 AM

Lecture: Convex Optimization
Nicolas Flammarion (École Polytechnique Fédérale de Lausanne (EPFL))

10:15 AM - 11:15 AM

Lecture: Online Learning
Nicolo Cesa-Bianchi (Universita degli Studi di Milano)

11:30 AM - 12:30 PM

Lecture: Online Learning
Nicolo Cesa-Bianchi (Universita degli Studi di Milano)

Jul 28, 2022
Thursday

09:00 AM - 10:00 AM		Lecture: Convex Optimization Nicolas Flammarion (École Polytechnique Fédérale de Lausanne (EPFL))
Location -- Video Abstract -- Supplements -- Show Detail
10:15 AM - 11:15 AM		Lecture: Convex Optimization Nicolas Flammarion (École Polytechnique Fédérale de Lausanne (EPFL))
Location -- Video Abstract -- Supplements -- Show Detail
11:30 AM - 12:30 PM		Lecture: Statistical Learning Theory Robert Schapire (Microsoft Research)
Location -- Video -- Abstract -- Supplements -- Show Detail

Jul 29, 2022
Friday

09:00 AM - 10:00 AM

Lecture: Online Learning
Nicolo Cesa-Bianchi (Universita degli Studi di Milano)

10:15 AM - 11:15 AM

Lecture: Deep Learning Theory
Joan Bruna (New York University, Courant Institute)

11:30 AM - 12:30 PM

Lecture: Deep Learning Theory
Joan Bruna (New York University, Courant Institute)

Aug 01, 2022
Monday

09:00 AM - 10:00 AM		Lecture: Statistical Learning Theory Robert Schapire (Microsoft Research)
Location -- Video -- Abstract -- Supplements -- Show Detail
10:15 AM - 11:15 AM		Lecture: Deep Learning Theory Joan Bruna (New York University, Courant Institute)
Location -- Video Abstract -- Supplements -- Show Detail
11:30 AM - 12:30 PM		Lecture: Reinforcement Learning Mengdi Wang (Princeton University)
Location -- Video Abstract -- Supplements -- Show Detail

Aug 02, 2022
Tuesday

09:00 AM - 10:00 AM		Lecture: Deep Learning Theory Joan Bruna (New York University, Courant Institute)
Location -- Video Abstract -- Supplements -- Show Detail
10:15 AM - 11:15 AM		Lecture: Deep Learning Theory Joan Bruna (New York University, Courant Institute)
Location -- Video Abstract -- Supplements -- Show Detail
11:30 AM - 12:30 PM		Lecture: Reinforcement Learning Mengdi Wang (Princeton University)
Location -- Video Abstract -- Supplements -- Show Detail

Aug 03, 2022
Wednesday

11:30 AM - 12:30 PM		Lecture: Reinforcement Learning Mengdi Wang (Princeton University)
Location -- Video Abstract -- Supplements -- Show Detail

Aug 04, 2022
Thursday

10:15 AM - 11:15 AM		Lecture: Statistical Learning Theory Robert Schapire (Microsoft Research)
Location -- Video -- Abstract -- Supplements -- Show Detail
11:30 AM - 12:30 PM		Lecture: Reinforcement Learning Mengdi Wang (Princeton University)
Location -- Video Abstract -- Supplements -- Show Detail