Alexandre Adam

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Diffusion Model

Stochastic Control

Risk Management

Bayesian Framework

Top Venues

Ann. Oper. Res.

Publications

Marcin Sendera, Minsu Kim, Sarthak Mittal, Pablo Lemos, Luca Scimeca, Jarrid Rector-Brooks, Alexandre Adam, Yoshua Bengio, Nikolay Malkin
On diffusion models for amortized inference: Benchmarking and improving stochastic control and sampling. CoRR (2024)
Gabriel Missael Barco, Alexandre Adam, Connor Stone, Yashar Hezaveh, Laurence Perreault Levasseur
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems. CoRR (2024)
Siddarth Venkatraman, Moksh Jain, Luca Scimeca, Minsu Kim, Marcin Sendera, Mohsin Hasan, Luke Rowe, Sarthak Mittal, Pablo Lemos, Emmanuel Bengio, Alexandre Adam, Jarrid Rector-Brooks, Yoshua Bengio, Glen Berseth, Nikolay Malkin
Amortizing intractable inference in diffusion models for vision, language, and control. CoRR (2024)
Noe Dia, M. J. Yantovski-Barth, Alexandre Adam, Micah Bowles, Pablo Lemos, Anna M. M. Scaife, Yashar Hezaveh, Laurence Perreault Levasseur
Bayesian Imaging for Radio Interferometry with Score-Based Priors. CoRR (2023)
Alexandre Adam, Laurence Perreault Levasseur, Yashar Hezaveh, Max Welling
Pixelated Reconstruction of Foreground Density and Background Surface Brightness in Gravitational Lensing Systems using Recurrent Inference Machines. CoRR (2023)
Alexandre Adam, Connor Stone, Connor Bottrell, Ronan Legin, Yashar Hezaveh, Laurence Perreault Levasseur
Echoes in the Noise: Posterior Samples of Faint Galaxy Surface Brightness Profiles with Score-Based Likelihoods and Priors. CoRR (2023)
Alexandre Adam, Adam Coogan, Nikolay Malkin, Ronan Legin, Laurence Perreault Levasseur, Yashar Hezaveh, Yoshua Bengio
Posterior samples of source galaxies in strong gravitational lenses with score-based priors. CoRR (2022)
Alexandre Adam, Hamza Cherrat, Mohamed Houkari, Jean Paul Laurent, Jean-Luc Prigent
On the risk management of demand deposits: quadratic hedging of interest rate margins. Ann. Oper. Res. 313 (2) (2022)