Found: 393
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A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Reinforcement Learning for Joint Optimization of Multiple Rewards.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Densely Connected G-invariant Deep Neural Networks with Signed Permutation Representations.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear Time.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Robust Load Balancing with Machine Learned Advice.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Differentially Private Hypothesis Testing for Linear Regression.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Beyond the Golden Ratio for Variational Inequality Algorithms.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Learning Mean-Field Games with Discounted and Average Costs.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Euler-Lagrange Analysis of Generative Adversarial Networks.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Privacy-Aware Rejection Sampling.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Adaptive Data Depth via Multi-Armed Bandits.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Scalable high-dimensional Bayesian varying coefficient models with unknown within-subject covariance.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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LibMTL: A Python Library for Deep Multi-Task Learning.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Tree-AMP: Compositional Inference with Tree Approximate Message Passing.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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An Analysis of Robustness of Non-Lipschitz Networks.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Kernel-Matrix Determinant Estimates from stopped Cholesky Decomposition.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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A PDE approach for regret bounds under partial monitoring.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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RankSEG: A Consistent Ranking-based Framework for Segmentation.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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GFlowNet Foundations.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Towards Learning to Imitate from a Single Video Demonstration.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Incremental Learning in Diagonal Linear Networks.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Sparse PCA: a Geometric Approach.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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On Biased Compression for Distributed Learning.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Merlion: End-to-End Machine Learning for Time Series.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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On Learning Rates and Schrödinger Operators.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Reproducing Kernels and New Approaches in Compositional Data Analysis.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Conditional Distribution Function Estimation Using Neural Networks for Censored and Uncensored Data.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Autoregressive Networks.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Dropout Training is Distributionally Robust Optimal.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Be More Active! Understanding the Differences Between Mean and Sampled Representations of Variational Autoencoders.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Gap Minimization for Knowledge Sharing and Transfer.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Quantifying Network Similarity using Graph Cumulants.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Evaluating Instrument Validity using the Principle of Independent Mechanisms.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Compression, Generalization and Learning.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Discrete Variational Calculus for Accelerated Optimization.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Combinatorial Optimization and Reasoning with Graph Neural Networks.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Avalanche: A PyTorch Library for Deep Continual Learning.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Divide-and-Conquer Fusion.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Escaping The Curse of Dimensionality in Bayesian Model-Based Clustering.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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Minimal Width for Universal Property of Deep RNN.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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