| 301 |
Deep Coordination Graphs
Wendelin Böhmer, Vitaly Kurin, Shimon Whiteson
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cs.LG
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197 |
6 years ago |
| 302 |
Minimax Weight and Q-Function Learning for Off-Policy Evaluation
Masatoshi Uehara, Jiawei Huang, Nan Jiang
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cs.LG
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197 |
6 years ago |
| 303 |
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks
Avi Schwarzschild, Micah Goldblum, ... (+3 more)
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cs.LG
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197 |
6 years ago |
| 304 |
In-Context Unlearning: Language Models as Few Shot Unlearners
Martin Pawelczyk, Seth Neel, Himabindu Lakkaraju
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cs.LG
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196 |
2 years ago |
| 305 |
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
Yifan Peng, Siddharth Dalmia, ... (+2 more)
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cs.CL
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195 |
4 years ago |
| 306 |
Learning Longer-term Dependencies in RNNs with Auxiliary Losses
Trieu H. Trinh, Andrew M. Dai, ... (+2 more)
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cs.LG
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194 |
8 years ago |
| 307 |
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
Axel Abels, Diederik M. Roijers, ... (+3 more)
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cs.LG
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194 |
7 years ago |
| 308 |
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
Yufei Wang, Zhou Xian, ... (+7 more)
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cs.RO
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194 |
2 years ago |
| 309 |
Learning to Branch
Maria-Florina Balcan, Travis Dick, ... (+2 more)
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cs.AI
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193 |
8 years ago |
| 310 |
From Pixels to Torques: Policy Learning with Deep Dynamical Models
Niklas Wahlström, Thomas B. Schön, Marc Peter Deisenroth
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stat.ML
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192 |
11 years ago |
| 311 |
Strongly Adaptive Online Learning
Amit Daniely, Alon Gonen, Shai Shalev-Shwartz
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cs.LG
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191 |
11 years ago |
| 312 |
Learning Program Embeddings to Propagate Feedback on Student Code
Chris Piech, Jonathan Huang, ... (+4 more)
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cs.LG
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191 |
11 years ago |
| 313 |
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, ... (+3 more)
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cs.NE
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190 |
10 years ago |
| 314 |
Overparameterized Nonlinear Learning: Gradient Descent Takes the Shortest Path?
Samet Oymak, Mahdi Soltanolkotabi
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👻
Ghosted
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cs.LG
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189 |
7 years ago |
| 315 |
Adversarial camera stickers: A physical camera-based attack on deep learning systems
Juncheng Li, Frank R. Schmidt, J. Zico Kolter
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👻
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cs.CV
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189 |
7 years ago |
| 316 |
Neurotoxin: Durable Backdoors in Federated Learning
Zhengming Zhang, Ashwinee Panda, ... (+6 more)
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cs.CR
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189 |
4 years ago |
| 317 |
Prompting Decision Transformer for Few-Shot Policy Generalization
Mengdi Xu, Yikang Shen, ... (+5 more)
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cs.LG
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188 |
4 years ago |
| 318 |
Fast Sampling of Diffusion Models via Operator Learning
Hongkai Zheng, Weili Nie, ... (+3 more)
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cs.LG
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188 |
3 years ago |
| 319 |
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs
Li Jing, Yichen Shen, ... (+6 more)
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cs.LG
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187 |
9 years ago |
| 320 |
Sub-sampled Cubic Regularization for Non-convex Optimization
Jonas Moritz Kohler, Aurelien Lucchi
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cs.LG
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187 |
9 years ago |
| 321 |
Guarantees for Spectral Clustering with Fairness Constraints
Matthäus Kleindessner, Samira Samadi, ... (+2 more)
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stat.ML
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186 |
7 years ago |
| 322 |
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
Weixin Liang, Zachary Izzo, ... (+10 more)
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cs.CL
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186 |
2 years ago |
| 323 |
Fair k-Center Clustering for Data Summarization
Matthäus Kleindessner, Pranjal Awasthi, Jamie Morgenstern
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stat.ML
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185 |
7 years ago |
| 324 |
Graph Optimal Transport for Cross-Domain Alignment
Liqun Chen, Zhe Gan, ... (+4 more)
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cs.CL
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185 |
6 years ago |
| 325 |
Continuous Graph Neural Networks
Louis-Pascal A. C. Xhonneux, Meng Qu, Jian Tang
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cs.LG
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184 |
6 years ago |
| 326 |
Network Morphism
Tao Wei, Changhu Wang, ... (+2 more)
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cs.LG
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183 |
10 years ago |
| 327 |
Depth-Width Tradeoffs in Approximating Natural Functions with Neural Networks
Itay Safran, Ohad Shamir
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👻
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cs.LG
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183 |
9 years ago |
| 328 |
Imitation Learning from Imperfect Demonstration
Yueh-Hua Wu, Nontawat Charoenphakdee, ... (+3 more)
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cs.LG
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183 |
7 years ago |
| 329 |
Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity using Convolutional Neural Networks
Joseph Antony, Kevin McGuinness, ... (+2 more)
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cs.CV
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182 |
9 years ago |
| 330 |
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters
Jelena Luketina, Mathias Berglund, ... (+2 more)
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cs.LG
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181 |
10 years ago |
| 331 |
Stability and Generalization of Learning Algorithms that Converge to Global Optima
Zachary Charles, Dimitris Papailiopoulos
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stat.ML
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181 |
8 years ago |
| 332 |
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory
Ron Amit, Ron Meir
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stat.ML
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181 |
8 years ago |
| 333 |
Data-Dependent Stability of Stochastic Gradient Descent
Ilja Kuzborskij, Christoph H. Lampert
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cs.LG
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180 |
9 years ago |
| 334 |
Time Limits in Reinforcement Learning
Fabio Pardo, Arash Tavakoli, ... (+2 more)
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cs.LG
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180 |
8 years ago |
| 335 |
Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks
Charith Mendis, Alex Renda, ... (+2 more)
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cs.DC
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180 |
7 years ago |
| 336 |
Safe Reinforcement Learning in Constrained Markov Decision Processes
Akifumi Wachi, Yanan Sui
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cs.LG
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180 |
5 years ago |
| 337 |
Explainable $k$-Means and $k$-Medians Clustering
Sanjoy Dasgupta, Nave Frost, ... (+2 more)
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cs.LG
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179 |
6 years ago |
| 338 |
Adding vs. Averaging in Distributed Primal-Dual Optimization
Chenxin Ma, Virginia Smith, ... (+4 more)
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cs.LG
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178 |
11 years ago |
| 339 |
Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement
André Barreto, Diana Borsa, ... (+7 more)
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cs.LG
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178 |
7 years ago |
| 340 |
Geometric Mean Metric Learning
Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra
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stat.ML
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177 |
10 years ago |
| 341 |
Differentiable plasticity: training plastic neural networks with backpropagation
Thomas Miconi, Jeff Clune, Kenneth O. Stanley
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cs.NE
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177 |
8 years ago |
| 342 |
Adaptive Neural Trees
Ryutaro Tanno, Kai Arulkumaran, ... (+3 more)
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cs.NE
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177 |
8 years ago |
| 343 |
On the Limitations of Representing Functions on Sets
Edward Wagstaff, Fabian B. Fuchs, ... (+3 more)
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cs.LG
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177 |
7 years ago |
| 344 |
Learning with Good Feature Representations in Bandits and in RL with a Generative Model
Tor Lattimore, Csaba Szepesvari, Gellert Weisz
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stat.ML
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177 |
6 years ago |
| 345 |
Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling
Zeyuan Allen-Zhu, Zheng Qu, ... (+2 more)
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math.OC
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176 |
10 years ago |
| 346 |
Near Optimal Behavior via Approximate State Abstraction
David Abel, D. Ellis Hershkowitz, Michael L. Littman
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cs.LG
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176 |
9 years ago |
| 347 |
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness
Raphael Suter, Đorđe Miladinović, ... (+2 more)
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stat.ML
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176 |
7 years ago |
| 348 |
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing
Elan Rosenfeld, Ezra Winston, ... (+2 more)
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cs.LG
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176 |
6 years ago |
| 349 |
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient
Tianbao Yang, Lijun Zhang, ... (+2 more)
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cs.LG
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175 |
10 years ago |
| 350 |
Learning the Structure of Generative Models without Labeled Data
Stephen H. Bach, Bryan He, ... (+2 more)
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cs.LG
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175 |
9 years ago |