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On Biased Stochastic Gradient Estimation
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Fast and Robust Rank Aggregation against Model Misspecification
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Evolutionary Variational Optimization of Generative Models
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Supervised Dimensionality Reduction and Visualization using Centroid-Encoder
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Universal Approximation in Dropout Neural Networks
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Decimated Framelet System on Graphs and Fast G-Framelet Transforms
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Spatial Multivariate Trees for Big Data Bayesian Regression
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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A Stochastic Bundle Method for Interpolation
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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On Generalizations of Some Distance Based Classifiers for HDLSS Data
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Interpolating Predictors in High-Dimensional Factor Regression
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Scaling Laws from the Data Manifold Dimension
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Deep Learning in Target Space
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Bayesian Multinomial Logistic Normal Models through Marginally Latent Matrix-T Processes
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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XAI Beyond Classification: Interpretable Neural Clustering
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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Empirical Risk Minimization under Random Censorship
Published in Journal of Machine Learning Research (2026)Subjects: “…Educational Technology…”
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