Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective

Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective

2 February 2023

Michael E. Sander

Mathieu Blondel

Papers citing "Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective"

13 / 13 papers shown

Title
Learning Cascade Ranking as One Network Yunli Wang Z. Zhang Z. Wang Z. Yang Y. Li Jian Yang Shiyang Wen Peng Jiang Kun Gai 49 0 0 13 Mar 2025
LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection Łukasz Struski Michał B. Bednarczyk Igor T. Podolak Jacek Tabor BDL 55 0 0 08 Mar 2025
Decision-aware training of spatiotemporal forecasting models to select a top K subset of sites for intervention Kyle Heuton F. Samuel Muench Shikhar Shrestha Thomas J. Stopka Michael C. Hughes OffRL 64 0 0 07 Mar 2025
Universal generalization guarantees for Wasserstein distributionally robust models Tam Le Jérome Malick OOD 35 1 0 28 Jan 2025
Soft Condorcet Optimization for Ranking of General Agents Marc Lanctot Kate Larson Michael Kaisers Quentin Berthet I. Gemp Manfred Diaz Roberto-Rafael Maura-Rivero Yoram Bachrach Anna Koop Doina Precup 30 0 0 31 Oct 2024
Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation Felix Petersen Christian Borgelt Aashwin Mishra Stefano Ermon 21 1 0 10 Oct 2024
Separate, Dynamic and Differentiable (SMART) Pruner for Block/Output Channel Pruning on Computer Vision Tasks Guanhua Ding Zexi Ye Zhen Zhong Gang Li David Shao 26 0 0 29 Mar 2024
Routers in Vision Mixture of Experts: An Empirical Study Tianlin Liu Mathieu Blondel C. Riquelme J. Puigcerver MoE 29 3 0 29 Jan 2024
A path-norm toolkit for modern networks: consequences, promises and challenges Antoine Gonon Nicolas Brisebarre E. Riccietti Rémi Gribonval 13 6 0 02 Oct 2023
Differentiable Clustering with Perturbed Spanning Forests Lawrence Stewart Francis R. Bach Felipe Llinares-López Quentin Berthet 21 8 0 25 May 2023
High-Similarity-Pass Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Wenzhong Guo F. I. C. L. Philip Chen 19 16 0 25 May 2023
Mixture-of-Experts with Expert Choice Routing Yan-Quan Zhou Tao Lei Han-Chu Liu Nan Du Yanping Huang Vincent Zhao Andrew M. Dai Zhifeng Chen Quoc V. Le James Laudon MoE 147 323 0 18 Feb 2022
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 175 1,018 0 06 Mar 2020