Videos

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Tina Eliassi-Rad - The Pitfalls of Using ML-based Optimization - IPAM at UCLA Thumbnail

Tina Eliassi-Rad - The Pitfalls of Using ML-based Optimization - IPAM at UCLA

March 3, 2023
IPAM
Paul Grigas - Offline and Online Learning for Contextual Stochastic Optimization - IPAM at UCLA Thumbnail

Paul Grigas - Offline and Online Learning for Contextual Stochastic Optimization - IPAM at UCLA

Presenter
  • Paul Grigas
March 3, 2023
IPAM
Rahul Mazumder - Discrete Optimization-aided Structured Learning at Scale - IPAM at UCLA Thumbnail

Rahul Mazumder - Discrete Optimization-aided Structured Learning at Scale - IPAM at UCLA

Presenter
  • Rahul Mazumder
March 3, 2023
IPAM
Elias Khalil - Neur2SP: Neural Two-Stage Stochastic Programming - IPAM at UCLA Thumbnail

Elias Khalil - Neur2SP: Neural Two-Stage Stochastic Programming - IPAM at UCLA

Presenter
  • Elias Khalil
March 2, 2023
IPAM
Stefanie Jegelka - Two aspects of learning algorithms: generalization under shifts & loss functions Thumbnail

Stefanie Jegelka - Two aspects of learning algorithms: generalization under shifts & loss functions

Presenter
  • Stefanie Jegelka
March 2, 2023
IPAM
Tias Guns - Prediction + Optimisation: without and with decision-focused learning - IPAM at UCLA Thumbnail

Tias Guns - Prediction + Optimisation: without and with decision-focused learning - IPAM at UCLA

Presenter
  • Tias Guns
March 2, 2023
IPAM
Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA Thumbnail

Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA

Presenter
  • Petar Veličković
March 2, 2023
IPAM
Bartolomeo Stellato - Learning for Decision-Making Under Uncertainty - IPAM at UCLA Thumbnail

Bartolomeo Stellato - Learning for Decision-Making Under Uncertainty - IPAM at UCLA

Presenter
  • Bartolomeo Stellato
March 1, 2023
IPAM
Pascal Van Hentenryck - Fusing Machine Learning and Optimization - IPAM at UCLA Thumbnail

Pascal Van Hentenryck - Fusing Machine Learning and Optimization - IPAM at UCLA

Presenter
  • Pascal Van Hentenryck
March 1, 2023
IPAM
Phebe Vayanos - Integer optimization for predictive & prescriptive analytics in high stakes domains Thumbnail

Phebe Vayanos - Integer optimization for predictive & prescriptive analytics in high stakes domains

Presenter
  • Phebe Vayanos
March 1, 2023
IPAM
Louis Martin Rousseau - Combining Machine Learning & Optimization for efficient healthcare delivery Thumbnail

Louis Martin Rousseau - Combining Machine Learning & Optimization for efficient healthcare delivery

Presenter
  • Louis-Martin Rousseau
March 1, 2023
IPAM
Hamsa Bastani - Decision-Aware Learning for Global Health Supply Chains - IPAM at UCLA Thumbnail

Hamsa Bastani - Decision-Aware Learning for Global Health Supply Chains - IPAM at UCLA

Presenter
  • Hamsa Bastani
March 1, 2023
IPAM