| 101 |
Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms
Fengxiang He, Bohan Wang, Dacheng Tao
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cs.LG
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20 |
5 years ago |
| 102 |
Randomized Exploration for Non-Stationary Stochastic Linear Bandits
Baekjin Kim, Ambuj Tewari
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stat.ML
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20 |
6 years ago |
| 103 |
The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models
Shengjia Zhao, Jiaming Song, Stefano Ermon
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stat.ML
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20 |
7 years ago |
| 104 |
Understanding and Mitigating the Limitations of Prioritized Experience Replay
Yangchen Pan, Jincheng Mei, ... (+5 more)
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cs.AI
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19 |
5 years ago |
| 105 |
Improved stochastic trace estimation using mutually unbiased bases
J. K. Fitzsimons, M. A. Osborne, ... (+2 more)
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math.NA
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19 |
9 years ago |
| 106 |
A Weaker Faithfulness Assumption based on Triple Interactions
Alexander Marx, Arthur Gretton, Joris M. Mooij
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stat.ML
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18 |
5 years ago |
| 107 |
Measurement Dependence Inducing Latent Causal Models
Alex Markham, Moritz Grosse-Wentrup
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stat.ML
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18 |
6 years ago |
| 108 |
On the Informativeness of Supervision Signals
Ilia Sucholutsky, Ruairidh M. Battleday, ... (+8 more)
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cs.LG
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18 |
3 years ago |
| 109 |
Constrained Labeling for Weakly Supervised Learning
Chidubem Arachie, Bert Huang
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cs.LG
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17 |
5 years ago |
| 110 |
ε-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning
Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
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cs.LG
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17 |
5 years ago |
| 111 |
Estimation of Personalized Effects Associated With Causal Pathways
Razieh Nabi, Phyllis Kanki, Ilya Shpitser
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cs.LG
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17 |
7 years ago |
| 112 |
A Formal Solution to the Grain of Truth Problem
Jan Leike, Jessica Taylor, Benya Fallenstein
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cs.AI
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17 |
9 years ago |
| 113 |
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation
Arnab Kumar Mondal, Arnab Bhattacharya, ... (+4 more)
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cs.LG
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16 |
6 years ago |
| 114 |
Complete Dictionary Learning via $\ell_p$-norm Maximization
Yifei Shen, Ye Xue, ... (+3 more)
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cs.LG
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16 |
6 years ago |
| 115 |
Analysis of Thompson Sampling for Graphical Bandits Without the Graphs
Fang Liu, Zizhan Zheng, Ness Shroff
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stat.ML
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16 |
8 years ago |
| 116 |
Probabilistic Program Abstractions
Steven Holtzen, Todd Millstein, Guy Van den Broeck
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cs.AI
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16 |
9 years ago |
| 117 |
Representation Learning for Clustering: A Statistical Framework
Hassan Ashtiani, Shai Ben-David
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stat.ML
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16 |
10 years ago |
| 118 |
Targeted Reduction of Causal Models
Armin Kekić, Bernhard Schölkopf, Michel Besserve
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stat.ML
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16 |
2 years ago |
| 119 |
Addressing Token Uniformity in Transformers via Singular Value Transformation
Hanqi Yan, Lin Gui, ... (+2 more)
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💤
Eternal Rest
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cs.CL
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16 |
3 years ago |
| 120 |
Information Theoretic Meta Learning with Gaussian Processes
Michalis K. Titsias, Francisco J. R. Ruiz, ... (+2 more)
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cs.LG
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15 |
5 years ago |
| 121 |
Zeroth Order Non-convex optimization with Dueling-Choice Bandits
Yichong Xu, Aparna Joshi, ... (+2 more)
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cs.LG
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15 |
6 years ago |
| 122 |
Encoding Markov Logic Networks in Possibilistic Logic
Ondrej Kuzelka, Jesse Davis, Steven Schockaert
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cs.AI
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15 |
10 years ago |
| 123 |
Unsupervised Constrained Community Detection via Self-Expressive Graph Neural Network
Sambaran Bandyopadhyay, Vishal Peter
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cs.SI
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14 |
5 years ago |
| 124 |
LionForests: Local Interpretation of Random Forests
Ioannis Mollas, Nick Bassiliades, ... (+2 more)
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cs.LG
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14 |
6 years ago |
| 125 |
Safe Semi-Supervised Learning of Sum-Product Networks
Martin Trapp, Tamas Madl, ... (+3 more)
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stat.ML
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14 |
8 years ago |
| 126 |
Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting
Yuxin Chen, Jean-Michel Renders, ... (+2 more)
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cs.AI
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14 |
9 years ago |
| 127 |
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes
Honghua Zhang, Steven Holtzen, Guy Van den Broeck
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cs.AI
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13 |
5 years ago |
| 128 |
Recommendation from Raw Data with Adaptive Compound Poisson Factorization
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
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cs.IR
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13 |
7 years ago |
| 129 |
Effective sketching methods for value function approximation
Yangchen Pan, Erfan Sadeqi Azer, Martha White
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cs.LG
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13 |
8 years ago |
| 130 |
Non-parametric Revenue Optimization for Generalized Second Price Auctions
Mehryar Mohri, Andres Munoz Medina
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cs.LG
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13 |
10 years ago |
| 131 |
On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots
Christine Herlihy, Jennifer Neville, ... (+2 more)
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cs.IR
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12 |
1 year ago |
| 132 |
Partial Identifiability in Discrete Data With Measurement Error
Noam Finkelstein, Roy Adams, ... (+2 more)
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stat.ML
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12 |
5 years ago |
| 133 |
Efficient and Transferable Adversarial Examples from Bayesian Neural Networks
Martin Gubri, Maxime Cordy, ... (+3 more)
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cs.LG
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12 |
5 years ago |
| 134 |
Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI
Mohit Kumar Ahuja, Mohamed-Bachir Belaid, ... (+8 more)
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cs.SE
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12 |
5 years ago |
| 135 |
Conditional Expectation Propagation
Zheng Wang, Shandian Zhe
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stat.ML
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12 |
6 years ago |
| 136 |
On Open-Universe Causal Reasoning
Duligur Ibeling, Thomas Icard
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cs.AI
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12 |
6 years ago |
| 137 |
Are You Doing What I Think You Are Doing? Criticising Uncertain Agent Models
Stefano V. Albrecht, S. Ramamoorthy
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cs.MA
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12 |
6 years ago |
| 138 |
High-confidence error estimates for learned value functions
Touqir Sajed, Wesley Chung, Martha White
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stat.ML
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12 |
7 years ago |
| 139 |
Identifiability of total effects from abstractions of time series causal graphs
Charles K. Assaad, Emilie Devijver, ... (+3 more)
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math.ST
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12 |
2 years ago |
| 140 |
Differential Privacy in Cooperative Multiagent Planning
Bo Chen, Calvin Hawkins, ... (+4 more)
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cs.MA
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12 |
3 years ago |
| 141 |
Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States
Ziqiao Wang, Yongyi Mao
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cs.LG
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12 |
3 years ago |
| 142 |
Scaling Integer Arithmetic in Probabilistic Programs
William X. Cao, Poorva Garg, ... (+4 more)
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cs.AI
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11 |
2 years ago |
| 143 |
Towards Robust Relational Causal Discovery
Sanghack Lee, Vasant Honavar
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cs.LG
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11 |
6 years ago |
| 144 |
Generating and Sampling Orbits for Lifted Probabilistic Inference
Steven Holtzen, Todd Millstein, Guy Van den Broeck
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👻
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cs.AI
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11 |
7 years ago |
| 145 |
Robust Collective Classification against Structural Attacks
Kai Zhou, Yevgeniy Vorobeychik
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cs.LG
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10 |
5 years ago |
| 146 |
Semi-Supervised Learning: the Case When Unlabeled Data is Equally Useful
Jingge Zhu
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cs.LG
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10 |
6 years ago |
| 147 |
Joint Nonparametric Precision Matrix Estimation with Confounding
Sinong Geng, Mladen Kolar, Oluwasanmi Koyejo
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stat.ML
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10 |
7 years ago |
| 148 |
Learning Deep Hidden Nonlinear Dynamics from Aggregate Data
Yisen Wang, Bo Dai, ... (+4 more)
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cs.LG
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10 |
7 years ago |
| 149 |
Dynamical Kinds and their Discovery
Benjamin C. Jantzen
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stat.ML
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10 |
9 years ago |
| 150 |
Learning from Pairwise Marginal Independencies
Johannes Textor, Alexander Idelberger, Maciej Liśkiewicz
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cs.AI
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10 |
10 years ago |