More from the Same Authors

• 2021 : Personalized Benchmarking with the Ludwig Benchmarking Toolkit »
  Avanika Narayan · Piero Molino · Karan Goel · Willie Neiswanger · Christopher Ré
• 2021 : SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation »
  Arjun Desai · Andrew Schmidt · Elka Rubin · Christopher Sandino · Marianne Black · Valentina Mazzoli · Kathryn Stevens · Robert Boutin · Christopher Ré · Garry Gold · Brian Hargreaves · Akshay Chaudhari
• 2021 : Combining Recurrent, Convolutional, and Continuous-Time Models with Structured Learnable Linear State-Space Layers »
  Isys Johnson · Albert Gu · Karan Goel · Khaled Saab · Tri Dao · Atri Rudra · Christopher Ré
• 2022 Spotlight: Machine Learning on Graphs: A Model and Comprehensive Taxonomy »
  Ines Chami · Sami Abu-El-Haija · Bryan Perozzi · Christopher Ré · Kevin Murphy
• 2022 Poster: On the Parameterization and Initialization of Diagonal State Space Models »
  Albert Gu · Karan Goel · Ankit Gupta · Christopher Ré
• 2022 Poster: Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data »
  Armin Thomas · Christopher Ré · Russell Poldrack
• 2022 Poster: HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions »
  Lingjiao Chen · Zhihua Jin · Evan Sabri Eyuboglu · Christopher Ré · Matei Zaharia · James Zou
• 2022 Poster: FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness »
  Tri Dao · Dan Fu · Stefano Ermon · Atri Rudra · Christopher Ré
• 2022 Poster: Contrastive Adapters for Foundation Model Group Robustness »
  Michael Zhang · Christopher Ré
• 2022 Poster: Decentralized Training of Foundation Models in Heterogeneous Environments »
  Binhang Yuan · Yongjun He · Jared Davis · Tianyi Zhang · Tri Dao · Beidi Chen · Percy Liang · Christopher Ré · Ce Zhang
• 2022 Poster: Transform Once: Efficient Operator Learning in Frequency Domain »
  Michael Poli · Stefano Massaroli · Federico Berto · Jinkyoo Park · Tri Dao · Christopher Ré · Stefano Ermon
• 2022 Poster: Machine Learning on Graphs: A Model and Comprehensive Taxonomy »
  Ines Chami · Sami Abu-El-Haija · Bryan Perozzi · Christopher Ré · Kevin Murphy
• 2022 Poster: S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces »
  Eric Nguyen · Karan Goel · Albert Gu · Gordon Downs · Preey Shah · Tri Dao · Stephen Baccus · Christopher Ré
• 2022 Poster: Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees »
  Jue WANG · Binhang Yuan · Luka Rimanic · Yongjun He · Tri Dao · Beidi Chen · Christopher Ré · Ce Zhang
• 2021 Poster: Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers »
  Albert Gu · Isys Johnson · Karan Goel · Khaled Saab · Tri Dao · Atri Rudra · Christopher Ré
• 2021 Poster: Rethinking Neural Operations for Diverse Tasks »
  Nicholas Roberts · Mikhail Khodak · Tri Dao · Liam Li · Christopher Ré · Ameet Talwalkar
• 2020 Workshop: Differential Geometry meets Deep Learning (DiffGeo4DL) »
  Joey Bose · Emile Mathieu · Charline Le Lan · Ines Chami · Frederic Sala · Christopher De Sa · Maximilian Nickel · Christopher Ré · Will Hamilton
• 2020 Poster: HiPPO: Recurrent Memory with Optimal Polynomial Projections »
  Albert Gu · Tri Dao · Stefano Ermon · Atri Rudra · Christopher Ré
• 2020 Spotlight: HiPPO: Recurrent Memory with Optimal Polynomial Projections »
  Albert Gu · Tri Dao · Stefano Ermon · Atri Rudra · Christopher Ré
• 2020 Oral: Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent »
  Benjamin Recht · Christopher Ré · Stephen Wright · Feng Niu
• 2020 Poster: From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering »
  Ines Chami · Albert Gu · Vaggos Chatziafratis · Christopher Ré
• 2019 Workshop: KR2ML - Knowledge Representation and Reasoning Meets Machine Learning »
  Veronika Thost · Christian Muise · Kartik Talamadupula · Sameer Singh · Christopher Ré
• 2019 Poster: On the Downstream Performance of Compressed Word Embeddings »
  Avner May · Jian Zhang · Tri Dao · Christopher Ré
• 2019 Spotlight: On the Downstream Performance of Compressed Word Embeddings »
  Avner May · Jian Zhang · Tri Dao · Christopher Ré
• 2019 Poster: Multi-Resolution Weak Supervision for Sequential Data »
  Paroma Varma · Frederic Sala · Shiori Sagawa · Jason A Fries · Dan Fu · Saelig Khattar · Ashwini Ramamoorthy · Ke Xiao · Kayvon Fatahalian · James Priest · Christopher Ré
• 2019 Poster: Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices »
  Vincent Chen · Sen Wu · Alexander Ratner · Jen Weng · Christopher Ré
• 2019 Poster: Hyperbolic Graph Convolutional Neural Networks »
  Ines Chami · Zhitao Ying · Christopher Ré · Jure Leskovec
• 2018 Workshop: Relational Representation Learning »
  Aditya Grover · Paroma Varma · Frederic Sala · Christopher Ré · Jennifer Neville · Stefano Ermon · Steven Holtzen
• 2018 Poster: Learning Compressed Transforms with Low Displacement Rank »
  Anna Thomas · Albert Gu · Tri Dao · Atri Rudra · Christopher Ré
• 2017 Workshop: Learning with Limited Labeled Data: Weak Supervision and Beyond »
  Isabelle Augenstein · Stephen Bach · Eugene Belilovsky · Matthew Blaschko · Christoph Lampert · Edouard Oyallon · Emmanouil Antonios Platanios · Alexander Ratner · Christopher Ré
• 2017 Workshop: ML Systems Workshop @ NIPS 2017 »
  Aparna Lakshmiratan · Sarah Bird · Siddhartha Sen · Christopher Ré · Li Erran Li · Joseph Gonzalez · Daniel Crankshaw
• 2017 Demonstration: Babble Labble: Learning from Natural Language Explanations »
  Braden Hancock · Paroma Varma · Percy Liang · Christopher Ré · Stephanie Wang
• 2017 Poster: Learning to Compose Domain-Specific Transformations for Data Augmentation »
  Alexander Ratner · Henry Ehrenberg · Zeshan Hussain · Jared Dunnmon · Christopher Ré
• 2017 Poster: Gaussian Quadrature for Kernel Features »
  Tri Dao · Christopher M De Sa · Christopher Ré
• 2017 Spotlight: Gaussian Quadrature for Kernel Features »
  Tri Dao · Christopher M De Sa · Christopher Ré
• 2017 Poster: Inferring Generative Model Structure with Static Analysis »
  Paroma Varma · Bryan He · Payal Bajaj · Nishith Khandwala · Imon Banerjee · Daniel Rubin · Christopher Ré
• 2016 Poster: Cyclades: Conflict-free Asynchronous Machine Learning »
  Xinghao Pan · Maximilian Lam · Stephen Tu · Dimitris Papailiopoulos · Ce Zhang · Michael Jordan · Kannan Ramchandran · Christopher Ré · Benjamin Recht
• 2016 Poster: Sub-sampled Newton Methods with Non-uniform Sampling »
  Peng Xu · Jiyan Yang · Farbod Roosta-Khorasani · Christopher Ré · Michael Mahoney
• 2015 Poster: Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care »
  Sorathan Chaturapruek · John Duchi · Christopher Ré
• 2015 Poster: Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width »
  Christopher M De Sa · Ce Zhang · Kunle Olukotun · Christopher Ré
• 2015 Spotlight: Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width »
  Christopher M De Sa · Ce Zhang · Kunle Olukotun · Christopher Ré · Christopher Ré
• 2015 Poster: Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms »
  Christopher M De Sa · Ce Zhang · Kunle Olukotun · Christopher Ré · Christopher Ré
• 2014 Workshop: 4th Workshop on Automated Knowledge Base Construction (AKBC) »
  Sameer Singh · Fabian M Suchanek · Sebastian Riedel · Partha Pratim Talukdar · Kevin Murphy · Christopher Ré · William Cohen · Tom Mitchell · Andrew McCallum · Jason E Weston · Ramanathan Guha · Boyan Onyshkevych · Hoifung Poon · Oren Etzioni · Ari Kobren · Arvind Neelakantan · Peter Clark
• 2014 Poster: Parallel Feature Selection Inspired by Group Testing »
  Yingbo Zhou · Utkarsh Porwal · Ce Zhang · Hung Q Ngo · XuanLong Nguyen · Christopher Ré · Venu Govindaraju
• 2013 Workshop: Big Learning : Advances in Algorithms and Data Management »
  Xinghao Pan · Haijie Gu · Joseph Gonzalez · Sameer Singh · Yucheng Low · Joseph Hellerstein · Derek G Murray · Raghu Ramakrishnan · Michael Jordan · Christopher Ré