| 1051 |
A General Framework For Detecting Anomalous Inputs to DNN Classifiers
Jayaram Raghuram, Varun Chandrasekaran, ... (+2 more)
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👻
Ghosted
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cs.LG
|
38 |
5 years ago |
| 1052 |
Fast and Private Submodular and $k$-Submodular Functions Maximization with Matroid Constraints
Akbar Rafiey, Yuichi Yoshida
|
👻
Ghosted
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cs.DS
|
38 |
6 years ago |
| 1053 |
Scalable Exact Inference in Multi-Output Gaussian Processes
Wessel P. Bruinsma, Eric Perim, ... (+4 more)
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👻
Ghosted
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stat.ML
|
38 |
6 years ago |
| 1054 |
Online Pricing with Offline Data: Phase Transition and Inverse Square Law
Jinzhi Bu, David Simchi-Levi, Yunzong Xu
|
👻
Ghosted
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cs.LG
|
38 |
6 years ago |
| 1055 |
Compressing Gradient Optimizers via Count-Sketches
Ryan Spring, Anastasios Kyrillidis, ... (+2 more)
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👻
Ghosted
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cs.LG
|
38 |
7 years ago |
| 1056 |
Feature Selection using Stochastic Gates
Yutaro Yamada, Ofir Lindenbaum, ... (+2 more)
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👻
Ghosted
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cs.LG
|
38 |
7 years ago |
| 1057 |
Mixed batches and symmetric discriminators for GAN training
Thomas Lucas, Corentin Tallec, ... (+2 more)
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👻
Ghosted
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cs.LG
|
38 |
8 years ago |
| 1058 |
Configurable Markov Decision Processes
Alberto Maria Metelli, Mirco Mutti, Marcello Restelli
|
👻
Ghosted
|
cs.AI
|
38 |
8 years ago |
| 1059 |
Manifold Mixup: Better Representations by Interpolating Hidden States
Vikas Verma, Alex Lamb, ... (+6 more)
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👻
Ghosted
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stat.ML
|
38 |
8 years ago |
| 1060 |
Subspace Embedding and Linear Regression with Orlicz Norm
Alexandr Andoni, Chengyu Lin, ... (+3 more)
|
👻
Ghosted
|
cs.DS
|
38 |
8 years ago |
| 1061 |
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means
Matthieu Lerasle, Zoltan Szabo, ... (+2 more)
|
👻
Ghosted
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stat.ML
|
38 |
8 years ago |
| 1062 |
Invariance of Weight Distributions in Rectified MLPs
Russell Tsuchida, Farbod Roosta-Khorasani, Marcus Gallagher
|
👻
Ghosted
|
cs.LG
|
38 |
8 years ago |
| 1063 |
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation
Yacine Jernite, Anna Choromanska, David Sontag
|
👻
Ghosted
|
stat.ML
|
38 |
9 years ago |
| 1064 |
A Simple and Strongly-Local Flow-Based Method for Cut Improvement
Nate Veldt, David F. Gleich, Michael W. Mahoney
|
👻
Ghosted
|
cs.SI
|
38 |
10 years ago |
| 1065 |
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Linhao Luo, Zicheng Zhao, ... (+4 more)
|
👻
Ghosted
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cs.CL
|
38 |
1 year ago |
| 1066 |
Rethinking Backdoor Attacks
Alaa Khaddaj, Guillaume Leclerc, ... (+5 more)
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👻
Ghosted
|
cs.CR
|
38 |
3 years ago |
| 1067 |
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes
Chenlu Ye, Wei Xiong, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
38 |
3 years ago |
| 1068 |
A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks
Yasmen Wahba, Nazim Madhavji, John Steinbacher
|
👻
Ghosted
|
cs.CL
|
38 |
3 years ago |
| 1069 |
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection
Mantas Mazeika, Bo Li, David Forsyth
|
👻
Ghosted
|
cs.LG
|
38 |
4 years ago |
| 1070 |
Online Algorithms with Multiple Predictions
Keerti Anand, Rong Ge, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
38 |
4 years ago |
| 1071 |
An Information-Theoretic Analysis of In-Context Learning
Hong Jun Jeon, Jason D. Lee, ... (+2 more)
|
👻
Ghosted
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cs.LG
|
37 |
2 years ago |
| 1072 |
Don't trust your eyes: on the (un)reliability of feature visualizations
Robert Geirhos, Roland S. Zimmermann, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
37 |
3 years ago |
| 1073 |
Robust Asymmetric Learning in POMDPs
Andrew Warrington, J. Wilder Lavington, ... (+3 more)
|
👻
Ghosted
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cs.LG
|
37 |
5 years ago |
| 1074 |
Optimal Thompson Sampling strategies for support-aware CVaR bandits
Dorian Baudry, Romain Gautron, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
37 |
5 years ago |
| 1075 |
Selective Dyna-style Planning Under Limited Model Capacity
Zaheer Abbas, Samuel Sokota, ... (+2 more)
|
👻
Ghosted
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cs.LG
|
37 |
6 years ago |
| 1076 |
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems
Zhe Dong, Bryan A. Seybold, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
37 |
6 years ago |
| 1077 |
LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration
Gellért Weisz, András György, Csaba Szepesvári
|
👻
Ghosted
|
cs.LG
|
37 |
8 years ago |
| 1078 |
Locally Private Bayesian Inference for Count Models
Aaron Schein, Zhiwei Steven Wu, ... (+3 more)
|
👻
Ghosted
|
stat.ML
|
37 |
8 years ago |
| 1079 |
Parallel and Streaming Algorithms for K-Core Decomposition
Hossein Esfandiari, Silvio Lattanzi, Vahab Mirrokni
|
👻
Ghosted
|
cs.DS
|
37 |
7 years ago |
| 1080 |
Mitigating Bias in Adaptive Data Gathering via Differential Privacy
Seth Neel, Aaron Roth
|
👻
Ghosted
|
cs.LG
|
37 |
8 years ago |
| 1081 |
Differentially Private Policy Evaluation
Borja Balle, Maziar Gomrokchi, Doina Precup
|
👻
Ghosted
|
cs.LG
|
37 |
10 years ago |
| 1082 |
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies
Brian R. Bartoldson, James Diffenderfer, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
37 |
2 years ago |
| 1083 |
Generalization to New Sequential Decision Making Tasks with In-Context Learning
Sharath Chandra Raparthy, Eric Hambro, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
37 |
2 years ago |
| 1084 |
Atari-5: Distilling the Arcade Learning Environment down to Five Games
Matthew Aitchison, Penny Sweetser, Marcus Hutter
|
👻
Ghosted
|
cs.AI
|
37 |
3 years ago |
| 1085 |
Faster Rates of Convergence to Stationary Points in Differentially Private Optimization
Raman Arora, Raef Bassily, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
37 |
4 years ago |
| 1086 |
Modular Duality in Deep Learning
Jeremy Bernstein, Laker Newhouse
|
👻
Ghosted
|
cs.LG
|
36 |
1 year ago |
| 1087 |
Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals
Ilias Diakonikolas, Daniel M. Kane, Lisheng Ren
|
👻
Ghosted
|
cs.LG
|
36 |
3 years ago |
| 1088 |
Two Routes to Scalable Credit Assignment without Weight Symmetry
Daniel Kunin, Aran Nayebi, ... (+4 more)
|
👻
Ghosted
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q-bio.NC
|
36 |
6 years ago |
| 1089 |
k-means++: few more steps yield constant approximation
Davin Choo, Christoph Grunau, ... (+2 more)
|
👻
Ghosted
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cs.DS
|
36 |
6 years ago |
| 1090 |
SGD Learns One-Layer Networks in WGANs
Qi Lei, Jason D. Lee, ... (+2 more)
|
👻
Ghosted
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cs.LG
|
36 |
6 years ago |
| 1091 |
Stable-Predictive Optimistic Counterfactual Regret Minimization
Gabriele Farina, Christian Kroer, ... (+2 more)
|
👻
Ghosted
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cs.GT
|
36 |
7 years ago |
| 1092 |
Adversarial attacks on Copyright Detection Systems
Parsa Saadatpanah, Ali Shafahi, Tom Goldstein
|
👻
Ghosted
|
cs.LG
|
36 |
7 years ago |
| 1093 |
Rate Distortion For Model Compression: From Theory To Practice
Weihao Gao, Yu-Han Liu, ... (+2 more)
|
👻
Ghosted
|
cs.IT
|
36 |
7 years ago |
| 1094 |
Fast k-Nearest Neighbour Search via Prioritized DCI
Ke Li, Jitendra Malik
|
👻
Ghosted
|
cs.LG
|
36 |
9 years ago |
| 1095 |
Tight Bounds for Approximate Carathéodory and Beyond
Vahab Mirrokni, Renato Paes Leme, ... (+2 more)
|
👻
Ghosted
|
cs.DS
|
36 |
10 years ago |
| 1096 |
Learning to Route LLMs with Confidence Tokens
Yu-Neng Chuang, Prathusha Kameswara Sarma, ... (+5 more)
|
👻
Ghosted
|
cs.CL
|
36 |
1 year ago |
| 1097 |
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models
Jingwei Sun, Ziyue Xu, ... (+5 more)
|
👻
Ghosted
|
cs.CL
|
36 |
2 years ago |
| 1098 |
Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score
Shuhai Zhang, Feng Liu, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
36 |
3 years ago |
| 1099 |
Towards Explaining Distribution Shifts
Sean Kulinski, David I. Inouye
|
👻
Ghosted
|
cs.LG
|
36 |
3 years ago |
| 1100 |
Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues
Antonio Orvieto, Soham De, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
35 |
3 years ago |