Doubly-stochastic mining for heterogeneous retrieval

Doubly-stochastic mining for heterogeneous retrieval

23 April 2020

Sashank J. Reddi

Sanjiv Kumar

Papers citing "Doubly-stochastic mining for heterogeneous retrieval"

17 / 17 papers shown

Title
Distributionally Robust Language Modeling Yonatan Oren Shiori Sagawa Tatsunori B. Hashimoto Percy Liang OOD 42 171 0 04 Sep 2019
Agnostic Federated Learning M. Mohri Gary Sivek A. Suresh FedML 64 928 0 01 Feb 2019
Fairness risk measures Robert C. Williamson A. Menon FaML 110 139 0 24 Jan 2019
A no-regret generalization of hierarchical softmax to extreme multi-label classification Marek Wydmuch Kalina Jasinska Mikhail Kuznetsov R. Busa-Fekete Krzysztof Dembczyñski 100 101 0 27 Oct 2018
Learning Models with Uniform Performance via Distributionally Robust Optimization John C. Duchi Hongseok Namkoong OOD 39 413 0 20 Oct 2018
Stochastic Negative Mining for Learning with Large Output Spaces Sashank J. Reddi Satyen Kale Felix X. Yu D. Holtmann-Rice Jiecao Chen Sanjiv Kumar NoLa 33 62 0 16 Oct 2018
Fairness Without Demographics in Repeated Loss Minimization Tatsunori B. Hashimoto Megha Srivastava Hongseok Namkoong Percy Liang FaML 49 581 0 20 Jun 2018
Unleashing Linear Optimizers for Group-Fair Learning and Optimization Daniel Alabi Nicole Immorlica Adam Tauman Kalai FedML FaML 28 27 0 11 Apr 2018
Learning with Average Top-k Loss Yanbo Fan Siwei Lyu Yiming Ying Bao-Gang Hu DML 103 103 0 24 May 2017
Efficient softmax approximation for GPUs Edouard Grave Armand Joulin Moustapha Cissé David Grangier Hervé Jégou 55 271 0 14 Sep 2016
DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification Rohit Babbar Bernhard Schölkopf 33 252 0 08 Sep 2016
Minimizing the Maximal Loss: How and Why? Shai Shalev-Shwartz Y. Wexler 18 81 0 04 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 224 13,079 0 12 Mar 2015
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 104 1,010 0 05 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 237 33,445 0 16 Oct 2013
Large-scale Multi-label Learning with Missing Labels Hsiang-Fu Yu Prateek Jain Purushottam Kar Inderjit S. Dhillon MQ 60 492 0 18 Jul 2013