More from the Same Authors

• 2022 : Effect of mixup Training on Representation Learning »
  Arslan Chaudhry · Aditya Menon · Andreas Veit · Sadeep Jayasumana · Srikumar Ramalingam · Sanjiv Kumar
• 2022 Poster: TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s »
  Felix Chern · Blake Hechtman · Andy Davis · Ruiqi Guo · David Majnemer · Sanjiv Kumar
• 2022 Poster: Decoupled Context Processing for Context Augmented Language Modeling »
  Zonglin Li · Ruiqi Guo · Sanjiv Kumar
• 2022 Poster: Post-hoc estimators for learning to defer to an expert »
  Harikrishna Narasimhan · Wittawat Jitkrittum · Aditya Menon · Ankit Rawat · Sanjiv Kumar
• 2021 Poster: Batch Active Learning at Scale »
  Gui Citovsky · Giulia DeSalvo · Claudio Gentile · Lazaros Karydas · Anand Rajagopalan · Afshin Rostamizadeh · Sanjiv Kumar
• 2021 Poster: Efficient Training of Retrieval Models using Negative Cache »
  Erik Lindgren · Sashank Reddi · Ruiqi Guo · Sanjiv Kumar
• 2020 Poster: Why are Adaptive Methods Good for Attention Models? »
  Jingzhao Zhang · Sai Praneeth Karimireddy · Andreas Veit · Seungyeon Kim · Sashank Reddi · Sanjiv Kumar · Suvrit Sra
• 2020 Poster: Multi-Stage Influence Function »
  Hongge Chen · Si Si · Yang Li · Ciprian Chelba · Sanjiv Kumar · Duane Boning · Cho-Jui Hsieh
• 2020 Poster: O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers »
  Chulhee Yun · Yin-Wen Chang · Srinadh Bhojanapalli · Ankit Singh Rawat · Sashank Reddi · Sanjiv Kumar
• 2020 Poster: Robust large-margin learning in hyperbolic space »
  Melanie Weber · Manzil Zaheer · Ankit Singh Rawat · Aditya Menon · Sanjiv Kumar
• 2020 Poster: Learning discrete distributions: user vs item-level privacy »
  Yuhan Liu · Ananda Theertha Suresh · Felix Xinnan Yu · Sanjiv Kumar · Michael D Riley
• 2019 Poster: Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces »
  Chuan Guo · Ali Mousavi · Xiang Wu · Daniel Holtmann-Rice · Satyen Kale · Sashank Reddi · Sanjiv Kumar
• 2019 Poster: Multilabel reductions: what is my loss optimising? »
  Aditya Menon · Ankit Singh Rawat · Sashank Reddi · Sanjiv Kumar
• 2019 Spotlight: Multilabel reductions: what is my loss optimising? »
  Aditya Menon · Ankit Singh Rawat · Sashank Reddi · Sanjiv Kumar
• 2019 Poster: Sampled Softmax with Random Fourier Features »
  Ankit Singh Rawat · Jiecao Chen · Felix Xinnan Yu · Ananda Theertha Suresh · Sanjiv Kumar
• 2018 Poster: Adaptive Methods for Nonconvex Optimization »
  Manzil Zaheer · Sashank Reddi · Devendra S Sachan · Satyen Kale · Sanjiv Kumar
• 2018 Poster: cpSGD: Communication-efficient and differentially-private distributed SGD »
  Naman Agarwal · Ananda Theertha Suresh · Felix Xinnan Yu · Sanjiv Kumar · Brendan McMahan
• 2018 Spotlight: cpSGD: Communication-efficient and differentially-private distributed SGD »
  Naman Agarwal · Ananda Theertha Suresh · Felix Xinnan Yu · Sanjiv Kumar · Brendan McMahan
• 2017 : Now Playing: Continuous low-power music recognition »
  Marvin Ritter · Ruiqi Guo · Sanjiv Kumar · Julian J Odell · Mihajlo Velimirović · Dominik Roblek · James Lyon
• 2017 Poster: Multiscale Quantization for Fast Similarity Search »
  Xiang Wu · Ruiqi Guo · Ananda Theertha Suresh · Sanjiv Kumar · Daniel Holtmann-Rice · David Simcha · Felix Yu
• 2016 Poster: Orthogonal Random Features »
  Felix Xinnan Yu · Ananda Theertha Suresh · Krzysztof M Choromanski · Daniel Holtmann-Rice · Sanjiv Kumar
• 2016 Oral: Orthogonal Random Features »
  Felix Xinnan Yu · Ananda Theertha Suresh · Krzysztof M Choromanski · Daniel Holtmann-Rice · Sanjiv Kumar
• 2015 Workshop: The 1st International Workshop "Feature Extraction: Modern Questions and Challenges" »
  Dmitry Storcheus · Sanjiv Kumar · Afshin Rostamizadeh
• 2015 Poster: Spherical Random Features for Polynomial Kernels »
  Jeffrey Pennington · Felix Yu · Sanjiv Kumar
• 2015 Spotlight: Spherical Random Features for Polynomial Kernels »
  Jeffrey Pennington · Felix Yu · Sanjiv Kumar
• 2015 Poster: Structured Transforms for Small-Footprint Deep Learning »
  Vikas Sindhwani · Tara Sainath · Sanjiv Kumar
• 2015 Spotlight: Structured Transforms for Small-Footprint Deep Learning »
  Vikas Sindhwani · Tara Sainath · Sanjiv Kumar
• 2014 Poster: Discrete Graph Hashing »
  Wei Liu · Cun Mu · Sanjiv Kumar · Shih-Fu Chang
• 2014 Spotlight: Discrete Graph Hashing »
  Wei Liu · Cun Mu · Sanjiv Kumar · Shih-Fu Chang
• 2012 Poster: Angular Quantization based Binary Codes for Fast Similarity Search »
  Yunchao Gong · Sanjiv Kumar · Vishal Verma · Svetlana Lazebnik
• 2009 Poster: Ensemble Nystrom Method »
  Sanjiv Kumar · Mehryar Mohri · Ameet S Talwalkar