| 701 |
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models
Marwa Abdulhai, Isadora White, ... (+6 more)
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👻
Ghosted
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cs.CL
|
67 |
2 years ago |
| 702 |
Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret
Haitham Bou Ammar, Rasul Tutunov, Eric Eaton
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👻
Ghosted
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cs.LG
|
66 |
11 years ago |
| 703 |
Strongly-Typed Recurrent Neural Networks
David Balduzzi, Muhammad Ghifary
|
👻
Ghosted
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cs.LG
|
66 |
10 years ago |
| 704 |
Multi-Bias Non-linear Activation in Deep Neural Networks
Hongyang Li, Wanli Ouyang, Xiaogang Wang
|
👻
Ghosted
|
cs.CV
|
66 |
10 years ago |
| 705 |
Prediction and Control with Temporal Segment Models
Nikhil Mishra, Pieter Abbeel, Igor Mordatch
|
👻
Ghosted
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cs.LG
|
66 |
9 years ago |
| 706 |
Composable Planning with Attributes
Amy Zhang, Adam Lerer, ... (+3 more)
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👻
Ghosted
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cs.AI
|
66 |
8 years ago |
| 707 |
In Defense of Uniform Convergence: Generalization via derandomization with an application to interpolating predictors
Jeffrey Negrea, Gintare Karolina Dziugaite, Daniel M. Roy
|
👻
Ghosted
|
cs.LG
|
66 |
6 years ago |
| 708 |
Randomization matters. How to defend against strong adversarial attacks
Rafael Pinot, Raphael Ettedgui, ... (+3 more)
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👻
Ghosted
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cs.LG
|
66 |
6 years ago |
| 709 |
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation
Wenxiao Wang, Alexander Levine, Soheil Feizi
|
👻
Ghosted
|
cs.LG
|
66 |
4 years ago |
| 710 |
An analytic theory of creativity in convolutional diffusion models
Mason Kamb, Surya Ganguli
|
👻
Ghosted
|
cs.LG
|
66 |
1 year ago |
| 711 |
Distributed Learning over Unreliable Networks
Chen Yu, Hanlin Tang, ... (+6 more)
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👻
Ghosted
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cs.DC
|
65 |
7 years ago |
| 712 |
Bidirectional Model-based Policy Optimization
Hang Lai, Jian Shen, ... (+2 more)
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👻
Ghosted
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cs.LG
|
65 |
6 years ago |
| 713 |
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework
Wenxiao Wang, Minghao Chen, ... (+7 more)
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👻
Ghosted
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cs.CV
|
65 |
5 years ago |
| 714 |
Bounding Training Data Reconstruction in Private (Deep) Learning
Chuan Guo, Brian Karrer, ... (+2 more)
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👻
Ghosted
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cs.LG
|
65 |
4 years ago |
| 715 |
Sequential Predictive Conformal Inference for Time Series
Chen Xu, Yao Xie
|
👻
Ghosted
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stat.ML
|
65 |
3 years ago |
| 716 |
NExT: Teaching Large Language Models to Reason about Code Execution
Ansong Ni, Miltiadis Allamanis, ... (+5 more)
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👻
Ghosted
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cs.LG
|
65 |
2 years ago |
| 717 |
Local Private Hypothesis Testing: Chi-Square Tests
Marco Gaboardi, Ryan Rogers
|
👻
Ghosted
|
math.ST
|
64 |
8 years ago |
| 718 |
Band-limited Training and Inference for Convolutional Neural Networks
Adam Dziedzic, John Paparrizos, ... (+3 more)
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👻
Ghosted
|
cs.LG
|
64 |
6 years ago |
| 719 |
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization
Hadrien Hendrikx, Lin Xiao, ... (+3 more)
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👻
Ghosted
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math.OC
|
64 |
6 years ago |
| 720 |
Customizing ML Predictions for Online Algorithms
Keerti Anand, Rong Ge, Debmalya Panigrahi
|
👻
Ghosted
|
cs.LG
|
64 |
4 years ago |
| 721 |
Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes
Jiafan He, Heyang Zhao, ... (+2 more)
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👻
Ghosted
|
cs.LG
|
64 |
3 years ago |
| 722 |
Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape
Yan Sun, Li Shen, ... (+3 more)
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👻
Ghosted
|
cs.LG
|
64 |
3 years ago |
| 723 |
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs
Andries Smit, Paul Duckworth, ... (+3 more)
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👻
Ghosted
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cs.CL
|
64 |
2 years ago |
| 724 |
Feature-Budgeted Random Forest
Feng Nan, Joseph Wang, Venkatesh Saligrama
|
👻
Ghosted
|
stat.ML
|
63 |
11 years ago |
| 725 |
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation
Dane Corneil, Wulfram Gerstner, Johanni Brea
|
👻
Ghosted
|
cs.LG
|
63 |
8 years ago |
| 726 |
The Natural Language of Actions
Guy Tennenholtz, Shie Mannor
|
👻
Ghosted
|
cs.AI
|
63 |
7 years ago |
| 727 |
Intrinsic Reward Driven Imitation Learning via Generative Model
Xingrui Yu, Yueming Lyu, Ivor W. Tsang
|
👻
Ghosted
|
cs.LG
|
63 |
6 years ago |
| 728 |
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering
Erlin Pan, Zhao Kang
|
👻
Ghosted
|
cs.SI
|
63 |
3 years ago |
| 729 |
Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context
Xiang Cheng, Yuxin Chen, Suvrit Sra
|
👻
Ghosted
|
cs.LG
|
63 |
2 years ago |
| 730 |
Generalized Exponential Concentration Inequality for Rényi Divergence Estimation
Shashank Singh, Barnabás Póczos
|
👻
Ghosted
|
cs.IT
|
62 |
10 years ago |
| 731 |
Are Accuracy and Robustness Correlated?
Andras Rozsa, Manuel Günther, Terrance E. Boult
|
👻
Ghosted
|
cs.CV
|
62 |
9 years ago |
| 732 |
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
Liang Zhao, Siyu Liao, ... (+5 more)
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👻
Ghosted
|
cs.LG
|
62 |
9 years ago |
| 733 |
Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters
Jayadev Acharya, Ziteng Sun
|
👻
Ghosted
|
cs.IT
|
62 |
7 years ago |
| 734 |
Graph-based Nearest Neighbor Search: From Practice to Theory
Liudmila Prokhorenkova, Aleksandr Shekhovtsov
|
👻
Ghosted
|
cs.DS
|
62 |
7 years ago |
| 735 |
Training Binary Neural Networks through Learning with Noisy Supervision
Kai Han, Yunhe Wang, ... (+4 more)
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👻
Ghosted
|
cs.CV
|
62 |
5 years ago |
| 736 |
Learning Hawkes Processes from Short Doubly-Censored Event Sequences
Hongteng Xu, Dixin Luo, Hongyuan Zha
|
👻
Ghosted
|
cs.LG
|
61 |
9 years ago |
| 737 |
Hierarchical Text Generation and Planning for Strategic Dialogue
Denis Yarats, Mike Lewis
|
👻
Ghosted
|
cs.CL
|
61 |
8 years ago |
| 738 |
Scalable Nearest Neighbor Search for Optimal Transport
Arturs Backurs, Yihe Dong, ... (+3 more)
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👻
Ghosted
|
cs.DS
|
61 |
6 years ago |
| 739 |
Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery
Yona Falinie A. Gaus, Neelanjan Bhowmik, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
61 |
6 years ago |
| 740 |
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning
Christopher A. Choquette-Choo, H. Brendan McMahan, ... (+2 more)
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👻
Ghosted
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cs.LG
|
61 |
3 years ago |
| 741 |
High Probability Convergence of Stochastic Gradient Methods
Zijian Liu, Ta Duy Nguyen, ... (+3 more)
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👻
Ghosted
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math.OC
|
61 |
3 years ago |
| 742 |
Primal-Dual Rates and Certificates
Celestine Dünner, Simone Forte, ... (+2 more)
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👻
Ghosted
|
cs.LG
|
60 |
10 years ago |
| 743 |
Online Learning with Feedback Graphs Without the Graphs
Alon Cohen, Tamir Hazan, Tomer Koren
|
👻
Ghosted
|
cs.LG
|
60 |
10 years ago |
| 744 |
On Relaxing Determinism in Arithmetic Circuits
Arthur Choi, Adnan Darwiche
|
👻
Ghosted
|
cs.AI
|
60 |
8 years ago |
| 745 |
The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study
Daniel S. Park, Jascha Sohl-Dickstein, ... (+2 more)
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👻
Ghosted
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cs.LG
|
60 |
7 years ago |
| 746 |
Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning
Alberto Bietti, Chen-Yu Wei, ... (+3 more)
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👻
Ghosted
|
stat.ML
|
60 |
4 years ago |
| 747 |
Assessing Threat of Adversarial Examples on Deep Neural Networks
Abigail Graese, Andras Rozsa, Terrance E. Boult
|
👻
Ghosted
|
cs.CV
|
59 |
9 years ago |
| 748 |
Towards Black-box Iterative Machine Teaching
Weiyang Liu, Bo Dai, ... (+4 more)
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👻
Ghosted
|
stat.ML
|
59 |
8 years ago |
| 749 |
Discovering Options for Exploration by Minimizing Cover Time
Yuu Jinnai, Jee Won Park, ... (+2 more)
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👻
Ghosted
|
cs.AI
|
59 |
7 years ago |
| 750 |
Why bigger is not always better: on finite and infinite neural networks
Laurence Aitchison
|
👻
Ghosted
|
stat.ML
|
59 |
6 years ago |