| 201 |
Correlated Quantization for Faster Nonconvex Distributed Optimization
Andrei Panferov, Yury Demidovich, ... (+2 more)
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cs.LG
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2 years ago |
| 202 |
Center-Based Relaxed Learning Against Membership Inference Attacks
Xingli Fang, Jung-Eun Kim
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cs.LG
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2 years ago |
| 203 |
Stein Variational Evolution Strategies
Cornelius V. Braun, Robert T. Lange, Marc Toussaint
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cs.LG
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4 |
1 year ago |
| 204 |
Adaptive Reward Design for Reinforcement Learning
Minjae Kwon, Ingy ElSayed-Aly, Lu Feng
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cs.RO
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4 |
1 year ago |
| 205 |
Context-dependent feature analysis with random forests
Antonio Sutera, Gilles Louppe, ... (+3 more)
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stat.ML
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10 years ago |
| 206 |
Convex-constrained Sparse Additive Modeling and Its Extensions
Junming Yin, Yaoliang Yu
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cs.LG
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3 |
9 years ago |
| 207 |
Lifted Marginal MAP Inference
Vishal Sharma, Noman Ahmed Sheikh, ... (+3 more)
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cs.AI
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8 years ago |
| 208 |
Combinatorial Bandits for Incentivizing Agents with Dynamic Preferences
Tanner Fiez, Shreyas Sekar, ... (+2 more)
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cs.LG
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8 years ago |
| 209 |
Imaginary Kinematics
Sabina Marchetti, Alessandro Antonucci
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cs.AI
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3 |
7 years ago |
| 210 |
MDPs with Unawareness in Robotics
Nan Rong, Joseph Y. Halpern, Ashutosh Saxena
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cs.RO
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3 |
6 years ago |
| 211 |
Lifelong Bandit Optimization: No Prior and No Regret
Felix Schur, Parnian Kassraie, ... (+2 more)
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stat.ML
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3 years ago |
| 212 |
Differentiable User Models
Alex Hämäläinen, Mustafa Mert Çelikok, Samuel Kaski
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cs.LG
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3 |
3 years ago |
| 213 |
Recursively-Constrained Partially Observable Markov Decision Processes
Qi Heng Ho, Tyler Becker, ... (+6 more)
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cs.AI
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2 years ago |
| 214 |
On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms
Haoyu Lei, Amin Gohari, Farzan Farnia
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cs.LG
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3 |
2 years ago |
| 215 |
Data Poisoning Attacks on Off-Policy Policy Evaluation Methods
Elita Lobo, Harvineet Singh, ... (+3 more)
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cs.LG
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2 years ago |
| 216 |
i$^2$VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation
Xuying Ning, Wujiang Xu, ... (+2 more)
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cs.IR
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2 years ago |
| 217 |
Budget Constraints in Prediction Markets
Nikhil Devanur, Miroslav Dudík, ... (+2 more)
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cs.GT
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2 |
10 years ago |
| 218 |
Influence diagrams for the optimization of a vehicle speed profile
Václav Kratochvíl, Jiří Vomlel
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cs.AI
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2 |
10 years ago |
| 219 |
Value Directed Exploration in Multi-Armed Bandits with Structured Priors
Bence Cserna, Marek Petrik, ... (+2 more)
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cs.LG
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9 years ago |
| 220 |
Frank-Wolfe Optimization for Symmetric-NMF under Simplicial Constraint
Han Zhao, Geoff Gordon
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cs.LG
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2 |
9 years ago |
| 221 |
Block-Value Symmetries in Probabilistic Graphical Models
Gagan Madan, Ankit Anand, ... (+2 more)
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cs.AI
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8 years ago |
| 222 |
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests
Taoan Huang, Bohui Fang, ... (+2 more)
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cs.AI
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7 years ago |
| 223 |
Bounding the expected run-time of nonconvex optimization with early stopping
Thomas Flynn, Kwang Min Yu, ... (+3 more)
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math.OC
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6 years ago |
| 224 |
Robust Identifiability in Linear Structural Equation Models of Causal Inference
Karthik Abinav Sankararaman, Anand Louis, Navin Goyal
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cs.LG
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2 |
6 years ago |
| 225 |
Robustness of Model Predictions under Extension
Tineke Blom, Joris M. Mooij
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stat.ME
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2 |
5 years ago |
| 226 |
MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
Ioan Gabriel Bucur, Tom Claassen, Tom Heskes
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stat.ML
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2 |
5 years ago |
| 227 |
Differentially Private Multi-Party Data Release for Linear Regression
Ruihan Wu, Xin Yang, ... (+5 more)
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cs.CR
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4 years ago |
| 228 |
GeONet: a neural operator for learning the Wasserstein geodesic
Andrew Gracyk, Xiaohui Chen
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cs.LG
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2 |
3 years ago |
| 229 |
The Past Does Matter: Correlation of Subsequent States in Trajectory Predictions of Gaussian Process Models
Steffen Ridderbusch, Sina Ober-Blöbaum, Paul Goulart
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stat.ML
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3 years ago |
| 230 |
Massively Parallel Reweighted Wake-Sleep
Thomas Heap, Gavin Leech, Laurence Aitchison
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cs.LG
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3 years ago |
| 231 |
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution
Matías Pizarro, Dorothea Kolossa, Asja Fischer
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cs.SD
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2 |
3 years ago |
| 232 |
Structure-Aware Robustness Certificates for Graph Classification
Pierre Osselin, Henry Kenlay, Xiaowen Dong
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cs.LG
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2 |
3 years ago |
| 233 |
Differentially Private Synthetic Data Using KD-Trees
Eleonora Kreačić, Navid Nouri, ... (+3 more)
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cs.CR
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3 years ago |
| 234 |
Early-Exit Neural Networks with Nested Prediction Sets
Metod Jazbec, Patrick Forré, ... (+3 more)
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cs.LG
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2 years ago |
| 235 |
Critical Influence of Overparameterization on Sharpness-aware Minimization
Sungbin Shin, Dongyeop Lee, ... (+2 more)
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cs.LG
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2 years ago |
| 236 |
Fair Active Learning in Low-Data Regimes
Romain Camilleri, Andrew Wagenmaker, ... (+3 more)
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cs.LG
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2 years ago |
| 237 |
Privacy-Aware Randomized Quantization via Linear Programming
Zhongteng Cai, Xueru Zhang, Mohammad Mahdi Khalili
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cs.CR
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2 |
2 years ago |
| 238 |
A Unified Data Representation Learning for Non-parametric Two-sample Testing
Xunye Tian, Liuhua Peng, ... (+4 more)
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cs.LG
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1 year ago |
| 239 |
Best Arm Identification with Possibly Biased Offline Data
Le Yang, Vincent Y. F. Tan, Wang Chi Cheung
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cs.LG
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2 |
1 year ago |
| 240 |
Beyond Structural Causal Models: Causal Constraints Models
Tineke Blom, Stephan Bongers, Joris M. Mooij
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cs.AI
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8 years ago |
| 241 |
Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty
Hongjoon Ahn, Taesup Moon
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cs.LG
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7 years ago |
| 242 |
Simplified and Unified Analysis of Various Learning Problems by Reduction to Multiple-Instance Learning
Daiki Suehiro, Eiji Takimoto
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cs.LG
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6 years ago |
| 243 |
Risk Bounds for Low Cost Bipartite Ranking
San Gultekin, John Paisley
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cs.LG
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1 |
6 years ago |
| 244 |
Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect
Priyank Agrawal, Theja Tulabandhula
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cs.LG
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6 years ago |
| 245 |
Optimal Statistical Hypothesis Testing for Social Choice
Lirong Xia
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math.ST
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1 |
6 years ago |
| 246 |
Real-Time Resource Allocation for Tracking Systems
Yash Satsangi, Shimon Whiteson, ... (+2 more)
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cs.CV
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5 years ago |
| 247 |
Efficient and Accurate Top-$K$ Recovery from Choice Data
Duc Nguyen
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cs.LG
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1 |
4 years ago |
| 248 |
Benefits of Monotonicity in Safe Exploration with Gaussian Processes
Arpan Losalka, Jonathan Scarlett
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stat.ML
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3 years ago |
| 249 |
Pandering in a Flexible Representative Democracy
Xiaolin Sun, Jacob Masur, ... (+3 more)
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cs.MA
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3 years ago |
| 250 |
Local Message Passing on Frustrated Systems
Luca Schmid, Joshua Brenk, Laurent Schmalen
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cs.LG
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1 |
3 years ago |