Nazaret, Achille

12 publications

CLeaR 2025 The CausalBench Challenge: A Machine Learning Contest for Gene Network Inference from Single-Cell Perturbation Data Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf H Roohani, Pascal Notin, Artemy Bakulin, Dariusz Brzezinski, Kaiwen Deng, Yuanfang Guan, Justin Hong, Michael Ibrahim, Wojciech Kotlowski, Marcin Kowiel, Panagiotis Misiakos, Achille Nazaret, Markus Püschel, Chris Wendler, Arash Mehrjou, Patrick Schwab

UAI 2024 Extremely Greedy Equivalence Search Achille Nazaret, David Blei

NeurIPS 2024 Hypothesis Testing the Circuit Hypothesis in LLMs Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret, Carolina Zheng, Adrià Garriga-Alonso, Andrew Jesson, Maggie Makar, David M. Blei

ICMLW 2024 Hypothesis Testing the Circuit Hypothesis in LLMs Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret, Carolina Zheng, Adrià Garriga-Alonso, Andrew Jesson, Maggie Makar, David Blei

TMLR 2024 Population Priors for Matrix Factorization Sohrab Salehi, Achille Nazaret, Sohrab P Shah, David Blei

ICML 2024 Stable Differentiable Causal Discovery Achille Nazaret, Justin Hong, Elham Azizi, David Blei

ICMLW 2024 Stable Differentiable Causal Discovery Achille Nazaret, Justin Hong, Elham Azizi, David Blei

NeurIPS 2024 Treeffuser: Probabilistic Prediction via Conditional Diffusions with Gradient-Boosted Trees Nicolas Beltran-Velez, Alessandro Antonio Grande, Achille Nazaret, Alp Kucukelbir, David Blei

NeurIPSW 2022 A Large-Scale Observational Study of the Causal Effects of a Behavioral Health Nudge Achille Nazaret, Guillermo Sapiro

NeurIPSW 2022 Modeling Heart Rate Response to Exercise with Wearables Data Achille Nazaret, Sana Tonekaboni, Gregory Darnell, Shirley Ren, Guillermo Sapiro, Andrew Miller

ICML 2022 Variational Inference for Infinitely Deep Neural Networks Achille Nazaret, David Blei

ICML 2020 Stochastic Flows and Geometric Optimization on the Orthogonal Group Krzysztof Choromanski, David Cheikhi, Jared Davis, Valerii Likhosherstov, Achille Nazaret, Achraf Bahamou, Xingyou Song, Mrugank Akarte, Jack Parker-Holder, Jacob Bergquist, Yuan Gao, Aldo Pacchiano, Tamas Sarlos, Adrian Weller, Vikas Sindhwani