Achille Nazaret

19 papers A* 5A 1Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Extremely Greedy Equivalence Search. CoRR Achille Nazaret, David M. Blei
2025	J	`jnl`	Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders. CoRR Carolina Zheng, Nicolas Beltran-Velez, Sweta Karlekar, Claudia Shi, Achille Nazaret, Asif Mallik, Amir Feder, David M. Blei
2025	—	`conf`	The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data. CLeaR 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
2025	J	`jnl`	Wrist Photoplethysmography Predicts Dietary Information. CoRR Kyle Verrier, Achille Nazaret, Joseph Futoma, Andrew C. Miller, Guillermo Sapiro
2024	A	`conf`	Extremely Greedy Equivalence Search. UAI Achille Nazaret, David M. Blei
2024	A*	`conf`	Hypothesis Testing the Circuit Hypothesis in LLMs. NeurIPS Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret, Carolina Zheng, Adrià Garriga-Alonso, Andrew Jesson, Maggie Makar, David M. Blei
2024	J	`jnl`	Hypothesis Testing the Circuit Hypothesis in LLMs. CoRR Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret, Carolina Zheng, Adrià Garriga-Alonso, Andrew Jesson, Maggie Makar, David M. Blei
2024	J	`jnl`	Population Priors for Matrix Factorization. Trans. Mach. Learn. Res. Sohrab Salehi, Achille Nazaret, Sohrab P. Shah, David M. Blei
2024	A*	`conf`	Stable Differentiable Causal Discovery. ICML Achille Nazaret, Justin Hong, Elham Azizi, David M. Blei
2024	J	`jnl`	Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees. CoRR Nicolas Beltran-Velez, Alessandro Antonio Grande, Achille Nazaret, Alp Kucukelbir, David M. Blei
2024	A*	`conf`	Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees. NeurIPS Nicolas Beltran-Velez, Alessandro Antonio Grande, Achille Nazaret, Alp Kucukelbir, David M. Blei
2023	J	`jnl`	Modeling personalized heart rate response to exercise and environmental factors with wearables data. npj Digit. Medicine Achille Nazaret, Sana Tonekaboni, Gregory Darnell, Shirley You Ren, Guillermo Sapiro, Andrew C. Miller
2023	J	`jnl`	Stable Differentiable Causal Discovery. CoRR Achille Nazaret, Justin Hong, Elham Azizi, David M. Blei
2023	J	`jnl`	The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data. CoRR 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
2022	A*	`conf`	Variational Inference for Infinitely Deep Neural Networks. ICML Achille Nazaret, David M. Blei
2022	J	`jnl`	Variational Inference for Infinitely Deep Neural Networks. CoRR Achille Nazaret, David M. Blei
2020	A*	`conf`	Stochastic Flows and Geometric Optimization on the Orthogonal Group. ICML 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, Tamás Sarlós, Adrian Weller, Vikas Sindhwani
2020	J	`jnl`	Stochastic Flows and Geometric Optimization on the Orthogonal Group. CoRR 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, Tamás Sarlós, Adrian Weller, Vikas Sindhwani
2019	J	`jnl`	A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements. CoRR Romain Lopez, Achille Nazaret, Maxime Langevin, Jules Samaran, Jeffrey Regier, Michael I. Jordan, Nir Yosef