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Invited Talk: You've been using asynchrony wrong your whole life! (Chris Re, Stanford)
Christopher Ré
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Christopher Ré (Stanford)
More from the Same Authors
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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 -
2023 Poster: HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution »
Eric Nguyen · Michael Poli · Marjan Faizi · Armin Thomas · Michael Wornow · Callum Birch-Sykes · Stefano Massaroli · Aman Patel · Clayton Rabideau · Yoshua Bengio · Stefano Ermon · Christopher Ré · Stephen Baccus -
2023 Poster: Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture »
Dan Fu · Jessica R Grogan · Isys Johnson · Simran Arora · Evan Sabri Eyuboglu · Armin Thomas · Benjamin Spector · Michael Poli · Atri Rudra · Christopher Ré -
2023 Poster: A case for reframing automated medical image classification as segmentation »
Sarah Hooper · Mayee Chen · Khaled Saab · Kush Bhatia · Curtis Langlotz · Christopher Ré -
2023 Poster: TART: A plug-and-play Transformer module for task-agnostic reasoning »
Kush Bhatia · Avanika Narayan · Christopher De Sa · Christopher Ré -
2023 Poster: H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models »
Zhenyu Zhang · Ying Sheng · Tianyi Zhou · Tianlong Chen · Lianmin Zheng · Ruisi Cai · Zhao Song · Yuandong Tian · Christopher Ré · Clark Barrett · Zhangyang Wang · Beidi Chen -
2023 Poster: Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions »
Stefano Massaroli · Michael Poli · Dan Fu · Hermann Kumbong · David Romero · Rom Parnichkun · Aman Timalsina · Quinn McIntyre · Beidi Chen · Atri Rudra · Ce Zhang · Christopher Ré · Stefano Ermon · Yoshua Bengio -
2023 Poster: Skill-it! A data-driven skills framework for understanding and training language models »
Mayee Chen · Nicholas Roberts · Kush Bhatia · Jue WANG · Ce Zhang · Frederic Sala · Christopher Ré -
2023 Poster: Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification »
Neel Guha · Mayee Chen · Kush Bhatia · Azalia Mirhoseini · Frederic Sala · Christopher Ré -
2023 Poster: LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models »
Neel Guha · Julian Nyarko · Daniel Ho · Christopher Ré · Adam Chilton · Aditya K · Alex Chohlas-Wood · Austin Peters · Brandon Waldon · Daniel Rockmore · Diego Zambrano · Dmitry Talisman · Enam Hoque · Faiz Surani · Frank Fagan · Galit Sarfaty · Gregory Dickinson · Haggai Porat · Jason Hegland · Jessica Wu · Joe Nudell · Joel Niklaus · John Nay · Jonathan Choi · Kevin Tobia · Margaret Hagan · Megan Ma · Michael Livermore · Nikon Rasumov-Rahe · Nils Holzenberger · Noam Kolt · Peter Henderson · Sean Rehaag · Sharad Goel · Shang Gao · Spencer Williams · Sunny Gandhi · Tom Zur · Varun Iyer · Zehua Li -
2023 Oral: Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture »
Dan Fu · Jessica R Grogan · Isys Johnson · Simran Arora · Evan Sabri Eyuboglu · Armin Thomas · Benjamin Spector · Michael Poli · 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 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