| 551 |
Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions
Hao Wang, Berk Ustun, Flavio P. Calmon
|
👻
Ghosted
|
cs.LG
|
95 |
7 years ago |
| 552 |
Theoretical guarantees on the best-of-n alignment policy
Ahmad Beirami, Alekh Agarwal, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
95 |
2 years ago |
| 553 |
On the Relationship between Sum-Product Networks and Bayesian Networks
Han Zhao, Mazen Melibari, Pascal Poupart
|
👻
Ghosted
|
cs.AI
|
94 |
11 years ago |
| 554 |
Algorithmic stability and hypothesis complexity
Tongliang Liu, Gábor Lugosi, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
94 |
9 years ago |
| 555 |
Multichannel End-to-end Speech Recognition
Tsubasa Ochiai, Shinji Watanabe, ... (+2 more)
|
👻
Ghosted
|
cs.SD
|
94 |
9 years ago |
| 556 |
End-to-end Active Object Tracking via Reinforcement Learning
Wenhan Luo, Peng Sun, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
94 |
9 years ago |
| 557 |
Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms
Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu
|
👻
Ghosted
|
cs.LG
|
94 |
8 years ago |
| 558 |
Defining Locality for Surrogates in Post-hoc Interpretablity
Thibault Laugel, Xavier Renard, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
94 |
8 years ago |
| 559 |
Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization
Kaiyi Ji, Zhe Wang, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
94 |
6 years ago |
| 560 |
Individual Fairness for $k$-Clustering
Sepideh Mahabadi, Ali Vakilian
|
👻
Ghosted
|
cs.DS
|
94 |
6 years ago |
| 561 |
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models
Matthew J. Muckley, Alaaeldin El-Nouby, ... (+3 more)
|
👻
Ghosted
|
eess.IV
|
94 |
3 years ago |
| 562 |
Simple regret for infinitely many armed bandits
Alexandra Carpentier, Michal Valko
|
👻
Ghosted
|
cs.LG
|
93 |
11 years ago |
| 563 |
Unifying task specification in reinforcement learning
Martha White
|
👻
Ghosted
|
cs.AI
|
93 |
9 years ago |
| 564 |
Semi-Supervised Learning via Compact Latent Space Clustering
Konstantinos Kamnitsas, Daniel C. Castro, ... (+7 more)
|
👻
Ghosted
|
cs.LG
|
93 |
8 years ago |
| 565 |
PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos
Paavo Parmas, Carl Edward Rasmussen, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
93 |
7 years ago |
| 566 |
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More
Aleksandar Bojchevski, Johannes Gasteiger, Stephan Günnemann
|
👻
Ghosted
|
cs.LG
|
93 |
5 years ago |
| 567 |
Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees
Anastasia Koloskova, Hadrien Hendrikx, Sebastian U. Stich
|
👻
Ghosted
|
cs.LG
|
93 |
3 years ago |
| 568 |
MEC: Memory-efficient Convolution for Deep Neural Network
Minsik Cho, Daniel Brand
|
👻
Ghosted
|
cs.LG
|
92 |
9 years ago |
| 569 |
Been There, Done That: Meta-Learning with Episodic Recall
Samuel Ritter, Jane X. Wang, ... (+5 more)
|
👻
Ghosted
|
stat.ML
|
92 |
8 years ago |
| 570 |
Data Augmentation for Meta-Learning
Renkun Ni, Micah Goldblum, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
92 |
5 years ago |
| 571 |
Robust and Stable Black Box Explanations
Himabindu Lakkaraju, Nino Arsov, Osbert Bastani
|
👻
Ghosted
|
cs.LG
|
92 |
5 years ago |
| 572 |
Levels of AGI for Operationalizing Progress on the Path to AGI
Meredith Ringel Morris, Jascha Sohl-Dickstein, ... (+6 more)
|
👻
Ghosted
|
cs.AI
|
92 |
2 years ago |
| 573 |
SparQ Attention: Bandwidth-Efficient LLM Inference
Luka Ribar, Ivan Chelombiev, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
92 |
2 years ago |
| 574 |
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
Aaron Schein, Mingyuan Zhou, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
91 |
10 years ago |
| 575 |
Learning to Search with MCTSnets
Arthur Guez, Théophane Weber, ... (+6 more)
|
👻
Ghosted
|
cs.AI
|
91 |
8 years ago |
| 576 |
Understanding the Loss Surface of Neural Networks for Binary Classification
Shiyu Liang, Ruoyu Sun, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
91 |
8 years ago |
| 577 |
Probably Approximately Metric-Fair Learning
Guy N. Rothblum, Gal Yona
|
👻
Ghosted
|
cs.LG
|
91 |
8 years ago |
| 578 |
Classification from Positive, Unlabeled and Biased Negative Data
Yu-Guan Hsieh, Gang Niu, Masashi Sugiyama
|
👻
Ghosted
|
cs.LG
|
91 |
7 years ago |
| 579 |
A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning
Xinyi Xu, Lingjuan Lyu
|
👻
Ghosted
|
cs.LG
|
91 |
5 years ago |
| 580 |
HAWQV3: Dyadic Neural Network Quantization
Zhewei Yao, Zhen Dong, ... (+9 more)
|
👻
Ghosted
|
cs.CV
|
91 |
5 years ago |
| 581 |
Nonparametric Canonical Correlation Analysis
Tomer Michaeli, Weiran Wang, Karen Livescu
|
👻
Ghosted
|
cs.LG
|
90 |
10 years ago |
| 582 |
Rates of Convergence of Spectral Methods for Graphon Estimation
Jiaming Xu
|
👻
Ghosted
|
stat.ML
|
90 |
8 years ago |
| 583 |
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering
Ramakrishna Vedantam, Karan Desai, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
90 |
7 years ago |
| 584 |
Understanding Synthetic Gradients and Decoupled Neural Interfaces
Wojciech Marian Czarnecki, Grzegorz Świrszcz, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
89 |
9 years ago |
| 585 |
Stochastic Blockmodels meet Graph Neural Networks
Nikhil Mehta, Lawrence Carin, Piyush Rai
|
👻
Ghosted
|
cs.LG
|
89 |
7 years ago |
| 586 |
A Distributional View on Multi-Objective Policy Optimization
Abbas Abdolmaleki, Sandy H. Huang, ... (+8 more)
|
👻
Ghosted
|
cs.LG
|
89 |
6 years ago |
| 587 |
Minimizing the Maximal Loss: How and Why?
Shai Shalev-Shwartz, Yonatan Wexler
|
👻
Ghosted
|
cs.LG
|
88 |
10 years ago |
| 588 |
Contrastive Explanations with Local Foil Trees
Jasper van der Waa, Marcel Robeer, ... (+3 more)
|
👻
Ghosted
|
stat.ML
|
88 |
8 years ago |
| 589 |
Small-GAN: Speeding Up GAN Training Using Core-sets
Samarth Sinha, Han Zhang, ... (+4 more)
|
👻
Ghosted
|
stat.ML
|
88 |
6 years ago |
| 590 |
Colorectal Polyp Segmentation by U-Net with Dilation Convolution
Xinzi Sun, Pengfei Zhang, ... (+3 more)
|
👻
Ghosted
|
eess.IV
|
88 |
6 years ago |
| 591 |
Convergence of Stochastic Gradient Descent for PCA
Ohad Shamir
|
👻
Ghosted
|
cs.LG
|
87 |
10 years ago |
| 592 |
Active Learning for Cost-Sensitive Classification
Akshay Krishnamurthy, Alekh Agarwal, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
87 |
9 years ago |
| 593 |
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity
Lin Chen, Christopher Harshaw, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
87 |
8 years ago |
| 594 |
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition
Songyang Zhang, Shipeng Yan, Xuming He
|
👻
Ghosted
|
cs.CV
|
87 |
7 years ago |
| 595 |
World Model as a Graph: Learning Latent Landmarks for Planning
Lunjun Zhang, Ge Yang, Bradly C. Stadie
|
👻
Ghosted
|
cs.AI
|
87 |
5 years ago |
| 596 |
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging
Shusen Wang, Alex Gittens, Michael W. Mahoney
|
👻
Ghosted
|
stat.ML
|
86 |
9 years ago |
| 597 |
On Acceleration with Noise-Corrupted Gradients
Michael B. Cohen, Jelena Diakonikolas, Lorenzo Orecchia
|
👻
Ghosted
|
math.OC
|
86 |
8 years ago |
| 598 |
Gated Path Planning Networks
Lisa Lee, Emilio Parisotto, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
86 |
8 years ago |
| 599 |
Modeling Sparse Deviations for Compressed Sensing using Generative Models
Manik Dhar, Aditya Grover, Stefano Ermon
|
👻
Ghosted
|
stat.ML
|
86 |
8 years ago |
| 600 |
Text Similarity in Vector Space Models: A Comparative Study
Omid Shahmirzadi, Adam Lugowski, Kenneth Younge
|
👻
Ghosted
|
cs.CL
|
86 |
7 years ago |