Talks

Iterative Linearized Control from an Optimization Viewpoint.
Annual meeting of the Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS).
Seattle, Oct. 2019.
slides

Risk-Sensitive Control via Iterative Linearizations.
2nd Biennial Meeting of the SIAM Pacific Northwest Section.
Seattle, Oct. 2019.
slides

Restarts of Accelerated Gradient Methods: Generic Theoretical Speed-up.
West Coast Optimization Meeting.
Vancouver, Sept. 2019
slides

An Elementary Approach to Convergence Guarantees of Optimization Algorithms for Deep Networks.
57th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Urbana-Champaign, Sept. 2019.
slides

Iterative Linearized Control: Stable Algorithms and Complexity Guarantees.
36th Inter- national Conference on Machine Learning (ICML).
Long Beach, Jun. 2019.
slides

Integration Methods and Accelerated Optimization Algorithms.
Institut de Recherche en Informatique de Toulouse (IRIT).
Toulouse, Jun. 2017.
slides

Learning with Clustered Penalties.
Institut de Recherche en Informatique de Toulouse (IRIT).
Toulouse, Jun. 2017.
slides

Sharpness, Restart, Acceleration.
Optimization and Statistical Learning Workshop.
Les Houches, Feb. 2017.

Supervised Clustering in the Data Cube.
Transfer and Multi-Task Learning Workshop, NIPS 2015.
Montreal, Dec. 2015.