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Recent articles from IEEE, Springer, Elsevier, SIAM, JMLR.
Joined June 2021
[JMLR] Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits.
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[JMLR] Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization.
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[JMLR] Faster Rates of Differentially Private Stochastic Convex Optimization.
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[JMLR] The Non-Overlapping Statistical Approximation to Overlapping Group Lasso.
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[JMLR] Differentially Private Data Release for Mixed-type Data via Latent Factor Models.
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[JMLR] Functions with average smoothness: structure, algorithms, and learning.
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[JMLR] OpenBox: A Python Toolkit for Generalized Black-box Optimization.
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[JMLR] An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization.
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[JMLR] Classification with Deep Neural Networks and Logistic Loss.
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[JMLR] Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls.
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[JMLR] Fairness guarantees in multi-class classification with demographic parity.
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