Recent articles from IEEE, Springer, Elsevier, SIAM, JMLR.
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[JMLR] Stable Implementation of Probabilistic ODE Solvers
jmlr.org/papers/v25/20-1423.…
158
[JMLR] Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits
jmlr.org/papers/v25/21-0916.…
162
[JMLR] Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization
jmlr.org/papers/v25/21-1423.…
150
[JMLR] Faster Rates of Differentially Private Stochastic Convex Optimization
jmlr.org/papers/v25/22-0079.…
113
[JMLR] The Non-Overlapping Statistical Approximation to Overlapping Group Lasso
jmlr.org/papers/v25/22-1105.…
101
[JMLR] Differentially Private Data Release for Mixed-type Data via Latent Factor Models
jmlr.org/papers/v25/22-1324.…
61
[JMLR] Functions with average smoothness: structure, algorithms, and learning
jmlr.org/papers/v25/23-0182.…
53
[JMLR] Predictive Inference with Weak Supervision
jmlr.org/papers/v25/23-0253.…
49
[JMLR] Generative Adversarial Ranking Nets
jmlr.org/papers/v25/23-0461.…
50
[JMLR] OpenBox: A Python Toolkit for Generalized Black-box Optimization
jmlr.org/papers/v25/23-0537.…
53
[JMLR] Linear Distance Metric Learning with Noisy Labels
jmlr.org/papers/v25/23-0791.…
42
[JMLR] An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization
jmlr.org/papers/v25/23-1159.…
44
[JMLR] Sum-of-norms clustering does not separate nearby balls
jmlr.org/papers/v25/21-0495.…
34
[JMLR] Spectral learning of multivariate extremes
jmlr.org/papers/v25/21-1367.…
41
[JMLR] Classification with Deep Neural Networks and Logistic Loss
jmlr.org/papers/v25/22-0049.…
48
[JMLR] Random Subgraph Detection Using Queries
jmlr.org/papers/v25/22-0395.…
34
[JMLR] Margin-Based Active Learning of Classifiers
jmlr.org/papers/v25/22-1127.…
32
[JMLR] Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls
jmlr.org/papers/v25/23-0072.…
32
[JMLR] Regimes of No Gain in Multi-class Active Learning
jmlr.org/papers/v25/23-0234.…
29
[JMLR] Fairness guarantees in multi-class classification with demographic parity
jmlr.org/papers/v25/23-0322.…
31