| 2025 | ICLR | MagicPIG: LSH Sampling for Efficient LLM Generation. | Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye, Yang Zhou, Jianyu Zhang, Niklas Nolte, Yuandong Tian, Matthijs Douze, Lon Bottou, Zhihao Jia, Beidi Chen |
| 2025 | ICLR | Memory Mosaics. | Jianyu Zhang, Niklas Nolte, Ranajoy Sadhukhan, Beidi Chen, Lon Bottou |
| 2023 | ICCV | Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need. | Vivien Cabannes, Lon Bottou, Yann LeCun, Randall Balestriero |
| 2023 | ICML | Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization. | Alexandre Ram, Kartik Ahuja, Jianyu Zhang, Matthieu Cord, Lon Bottou, David Lopez-Paz |
| 2023 | ICML | Learning useful representations for shifting tasks and distributions. | Jianyu Zhang, Lon Bottou |
| 2022 | AAAI | On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract). | Agnieszka Slowik, Lon Bottou, Sean B. Holden, Mateja Jamnik |
| 2022 | AISTATS | On Distributionally Robust Optimization and Data Rebalancing. | Agnieszka Slowik, Lon Bottou |
| 2022 | ICML | Rich Feature Construction for the Optimization-Generalization Dilemma. | Jianyu Zhang, David Lopez-Paz, Lon Bottou |
| 2020 | ICLR | Symplectic Recurrent Neural Networks. | Zhengdao Chen, Jianyu Zhang, Martn Arjovsky, Lon Bottou |
| 2019 | ICML | First-Order Adversarial Vulnerability of Neural Networks and Input Dimension. | Carl-Johann Simon-Gabriel, Yann Ollivier, Lon Bottou, Bernhard Schlkopf, David Lopez-Paz |
| 2019 | ICML | AdaGrad stepsizes: sharp convergence over nonconvex landscapes. | Rachel A. Ward, Xiaoxia Wu, Lon Bottou |
| 2018 | ICLR | Empirical Analysis of the Hessian of Over-Parametrized Neural Networks. | Levent Sagun, Utku Evci, V. Ugur Gney, Yann N. Dauphin, Lon Bottou |
| 2017 | CVPR | Discovering Causal Signals in Images. | David Lopez-Paz, Robert Nishihara, Soumith Chintala, Bernhard Schlkopf, Lon Bottou |
| 2017 | ICLR | Towards Principled Methods for Training Generative Adversarial Networks. | Martn Arjovsky, Lon Bottou |
| 2017 | ICML | Wasserstein Generative Adversarial Networks. | Martn Arjovsky, Soumith Chintala, Lon Bottou |
| 2016 | AISTATS | No Regret Bound for Extreme Bandits. | Robert Nishihara, David Lopez-Paz, Lon Bottou |
| 2015 | CVPR | Is object localization for free? - Weakly-supervised learning with convolutional neural networks. | Maxime Oquab, Lon Bottou, Ivan Laptev, Josef Sivic |
| 2015 | ICML | A Lower Bound for the Optimization of Finite Sums. | Alekh Agarwal, Lon Bottou |
| 2014 | CVPR | Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks. | Maxime Oquab, Lon Bottou, Ivan Laptev, Josef Sivic |
| 2014 | EMNLP | Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics. | Douwe Kiela, Lon Bottou |
| 2007 | CIKM | Learning on the border: active learning in imbalanced data classification. | Seyda Ertekin, Jian Huang, Lon Bottou, C. Lee Giles |
| 2007 | ICML | Solving multiclass support vector machines with LaRank. | Antoine Bordes, Lon Bottou, Patrick Gallinari, Jason Weston |
| 2006 | ICML | Trading convexity for scalability. | Ronan Collobert, Fabian H. Sinz, Jason Weston, Lon Bottou |
| 2006 | ICML | Inference with the Universum. | Jason Weston, Ronan Collobert, Fabian H. Sinz, Lon Bottou, Vladimir Vapnik |
| 2005 | AISTATS | Online (and Offline) on an Even Tighter Budget. | Jason Weston, Antoine Bordes, Lon Bottou |
| 2004 | CVPR | Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. | Yann LeCun, Fu Jie Huang, Lon Bottou |
| 2002 | DAS | Electronic Document Publishing Using DjVu. | Artem Mikheev, Luc Vincent, Michael Hawrylycz, Lon Bottou |
| 2001 | DCC | Masked Wavelets: Applications to Image Compression. | Steven Pigeon, Lon Bottou |
| 2001 | DCC | Managing Drift in DCT-Based Scalable Video Coding. | Amy R. Reibman, Lon Bottou |
| 2001 | ICDAR | Efficient Conversion of Digital Documents to Multilayer Raster Formats. | Lon Bottou, Patrick Haffner, Yann LeCun |
| 2001 | ICIP | DCT-based scalable video coding with drift. | Amy R. Reibman, Lon Bottou, Andrea Basso |
| 1999 | ICDAR | DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. | Patrick Haffner, Lon Bottou, Paul G. Howard, Yann LeCun |
| 1999 | ICIP | Color Documents on the Web with DJVU. | Patrick Haffner, Yann LeCun, Lon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers |
| 1998 | DCC | The Z-Coder Adaptive Binary Coder. | Lon Bottou, Paul G. Howard, Yoshua Bengio |
| 1998 | DCC | Lossy Compression of Partially Masked Still Images. | Lon Bottou, Steven Pigeon |
| 1997 | CVPR | Global Training of Document Processing Systems Using Graph Transformer Networks. | Lon Bottou, Yoshua Bengio, Yann LeCun |
| 1997 | ICASSP | Reading checks with multilayer graph transformer networks. | Yann LeCun, Lon Bottou, Yoshua Bengio |
| 1994 | ICPR | Comparison of classifier methods: a case study in handwritten digit recognition. | Lon Bottou, Corinna Cortes, John S. Denker, Harris Drucker, Isabelle Guyon, Larry D. Jackel, Yann LeCun, Urs A. Mller, Eduard Sckinger, Patrice Y. Simard, Vladimir Vapnik |
| 1992 | ICPR | Capacity control in linear classifiers for pattern recognition. | Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Lon Bottou, Sara A. Solla |
| 1992 | ICPR | Computer aided cleaning of large databases for character recognition. | Nada Matic, Isabelle Guyon, Lon Bottou, John S. Denker, Vladimir Vapnik |
| 1989 | Interspeech | Experiments with time delay networks and dynamic time warping for speaker independent isolated digits recognition. | Lon Bottou, Franoise Fogelman-Souli, Pascal Blanchet, Jean-Sylvain Linard |