| 351 |
Evasion and Hardening of Tree Ensemble Classifiers
Alex Kantchelian, J. D. Tygar, Anthony D. Joseph
|
👻
Ghosted
|
cs.LG
|
219 |
10 years ago |
| 352 |
Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?
Angelos Filos, Panagiotis Tigas, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
218 |
5 years ago |
| 353 |
Safe Policy Improvement with Baseline Bootstrapping
Romain Laroche, Paul Trichelair, Rémi Tachet des Combes
|
👻
Ghosted
|
cs.LG
|
218 |
8 years ago |
| 354 |
Mixture Proportion Estimation via Kernel Embedding of Distributions
Harish G. Ramaswamy, Clayton Scott, Ambuj Tewari
|
👻
Ghosted
|
cs.LG
|
218 |
10 years ago |
| 355 |
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks
Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa
|
👻
Ghosted
|
cs.LG
|
217 |
9 years ago |
| 356 |
Path-Level Network Transformation for Efficient Architecture Search
Han Cai, Jiacheng Yang, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
216 |
7 years ago |
| 357 |
Parallel Multiscale Autoregressive Density Estimation
Scott Reed, Aäron van den Oord, ... (+5 more)
|
👻
Ghosted
|
cs.CV
|
216 |
9 years ago |
| 358 |
Directional Graph Networks
Dominique Beaini, Saro Passaro, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
213 |
5 years ago |
| 359 |
Hierarchical Imitation and Reinforcement Learning
Hoang M. Le, Nan Jiang, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
210 |
8 years ago |
| 360 |
The Uncertainty Bellman Equation and Exploration
Brendan O'Donoghue, Ian Osband, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
210 |
8 years ago |
| 361 |
Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives
Zeyuan Allen-Zhu, Yang Yuan
|
👻
Ghosted
|
cs.LG
|
209 |
10 years ago |
| 362 |
Dropout Inference in Bayesian Neural Networks with Alpha-divergences
Yingzhen Li, Yarin Gal
|
👻
Ghosted
|
cs.LG
|
207 |
9 years ago |
| 363 |
Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients
Lukas Balles, Philipp Hennig
|
👻
Ghosted
|
cs.LG
|
206 |
8 years ago |
| 364 |
Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control
Natasha Jaques, Shixiang Gu, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
206 |
9 years ago |
| 365 |
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples
Gail Weiss, Yoav Goldberg, Eran Yahav
|
🌅
Old Age
|
cs.LG
|
205 |
8 years ago |
| 366 |
Coordinated Multi-Agent Imitation Learning
Hoang M. Le, Yisong Yue, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
205 |
9 years ago |
| 367 |
Greedy Layerwise Learning Can Scale to ImageNet
Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon
|
👻
Ghosted
|
cs.LG
|
203 |
7 years ago |
| 368 |
Latent Space Policies for Hierarchical Reinforcement Learning
Tuomas Haarnoja, Kristian Hartikainen, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
203 |
8 years ago |
| 369 |
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study
Samuel Ritter, David G. T. Barrett, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
203 |
8 years ago |
| 370 |
Prioritized Level Replay
Minqi Jiang, Edward Grefenstette, Tim Rocktäschel
|
👻
Ghosted
|
cs.LG
|
200 |
5 years ago |
| 371 |
Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions
Hongrui Chen, Holden Lee, Jianfeng Lu
|
👻
Ghosted
|
cs.LG
|
199 |
3 years ago |
| 372 |
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
Fei Liu, Xialiang Tong, ... (+6 more)
|
👻
Ghosted
|
cs.NE
|
198 |
2 years ago |
| 373 |
Learning Independent Causal Mechanisms
Giambattista Parascandolo, Niki Kilbertus, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
198 |
8 years ago |
| 374 |
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks
Avi Schwarzschild, Micah Goldblum, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
197 |
5 years ago |
| 375 |
Minimax Weight and Q-Function Learning for Off-Policy Evaluation
Masatoshi Uehara, Jiawei Huang, Nan Jiang
|
👻
Ghosted
|
cs.LG
|
197 |
6 years ago |
| 376 |
Deep Coordination Graphs
Wendelin Böhmer, Vitaly Kurin, Shimon Whiteson
|
👻
Ghosted
|
cs.LG
|
197 |
6 years ago |
| 377 |
In-Context Unlearning: Language Models as Few Shot Unlearners
Martin Pawelczyk, Seth Neel, Himabindu Lakkaraju
|
👻
Ghosted
|
cs.LG
|
196 |
2 years ago |
| 378 |
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
Yifan Peng, Siddharth Dalmia, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
195 |
3 years ago |
| 379 |
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
Axel Abels, Diederik M. Roijers, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
194 |
7 years ago |
| 380 |
Learning Longer-term Dependencies in RNNs with Auxiliary Losses
Trieu H. Trinh, Andrew M. Dai, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
194 |
8 years ago |
| 381 |
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
Yufei Wang, Zhou Xian, ... (+7 more)
|
👻
Ghosted
|
cs.RO
|
194 |
2 years ago |
| 382 |
Learning to Branch
Maria-Florina Balcan, Travis Dick, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
193 |
8 years ago |
| 383 |
Model-Based Active Exploration
Pranav Shyam, Wojciech Jaśkowski, Faustino Gomez
|
🌅
Old Age
|
cs.LG
|
192 |
7 years ago |
| 384 |
From Pixels to Torques: Policy Learning with Deep Dynamical Models
Niklas Wahlström, Thomas B. Schön, Marc Peter Deisenroth
|
👻
Ghosted
|
stat.ML
|
192 |
11 years ago |
| 385 |
Learning Program Embeddings to Propagate Feedback on Student Code
Chris Piech, Jonathan Huang, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
191 |
10 years ago |
| 386 |
Strongly Adaptive Online Learning
Amit Daniely, Alon Gonen, Shai Shalev-Shwartz
|
👻
Ghosted
|
cs.LG
|
191 |
11 years ago |
| 387 |
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, ... (+3 more)
|
👻
Ghosted
|
cs.NE
|
190 |
10 years ago |
| 388 |
Adversarial camera stickers: A physical camera-based attack on deep learning systems
Juncheng Li, Frank R. Schmidt, J. Zico Kolter
|
👻
Ghosted
|
cs.CV
|
189 |
7 years ago |
| 389 |
Overparameterized Nonlinear Learning: Gradient Descent Takes the Shortest Path?
Samet Oymak, Mahdi Soltanolkotabi
|
👻
Ghosted
|
cs.LG
|
189 |
7 years ago |
| 390 |
Neurotoxin: Durable Backdoors in Federated Learning
Zhengming Zhang, Ashwinee Panda, ... (+6 more)
|
👻
Ghosted
|
cs.CR
|
189 |
3 years ago |
| 391 |
Fast Sampling of Diffusion Models via Operator Learning
Hongkai Zheng, Weili Nie, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
188 |
3 years ago |
| 392 |
Prompting Decision Transformer for Few-Shot Policy Generalization
Mengdi Xu, Yikang Shen, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
188 |
3 years ago |
| 393 |
Sub-sampled Cubic Regularization for Non-convex Optimization
Jonas Moritz Kohler, Aurelien Lucchi
|
👻
Ghosted
|
cs.LG
|
187 |
8 years ago |
| 394 |
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs
Li Jing, Yichen Shen, ... (+6 more)
|
👻
Ghosted
|
cs.LG
|
187 |
9 years ago |
| 395 |
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)
|
👻
Ghosted
|
cs.CL
|
186 |
2 years ago |
| 396 |
Guarantees for Spectral Clustering with Fairness Constraints
Matthäus Kleindessner, Samira Samadi, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
186 |
7 years ago |
| 397 |
Graph Optimal Transport for Cross-Domain Alignment
Liqun Chen, Zhe Gan, ... (+4 more)
|
👻
Ghosted
|
cs.CL
|
185 |
5 years ago |
| 398 |
Fair k-Center Clustering for Data Summarization
Matthäus Kleindessner, Pranjal Awasthi, Jamie Morgenstern
|
👻
Ghosted
|
stat.ML
|
185 |
7 years ago |
| 399 |
Continuous Graph Neural Networks
Louis-Pascal A. C. Xhonneux, Meng Qu, Jian Tang
|
👻
Ghosted
|
cs.LG
|
184 |
6 years ago |
| 400 |
Imitation Learning from Imperfect Demonstration
Yueh-Hua Wu, Nontawat Charoenphakdee, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
183 |
7 years ago |