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Stochastic Processes

2667 directly classified papers

Papers per year

Papers

Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems UAI 2022
SurvLatent ODE : A Neural ODE based time-to-event model with competing risks for longitudinal data improves cancer-associated Venous Thromboembolism (VTE) prediction MLHC 2022
Interactive rank testing by betting CLEAR 2022
Equality Constraints in Linear Hawkes Processes CLEAR 2022
Bayesian Phylogenetic Cognate Prediction NAACL 2022
Trajectory Inference via Mean-field Langevin in Path Space NIPS 2022
Hitting times for continuous-time imprecise-Markov chains UAI 2022
Heavy Ball Neural Ordinary Differential Equations NIPS 2021
Putting a Compass on the Map of Elections IJCAI 2021
Uncertainty quantification using martingales for misspecified Gaussian processes ALT 2021
Submodular combinatorial information measures with applications in machine learning ALT 2021
A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions ALT 2021
On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method NIPS 2021
Efficient sampling from the Bingham distribution ALT 2021
Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition INTERSPEECH 2021
Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning NIPS 2021
On the Impact of Random Seeds on the Fairness of Clinical Classifiers NAACL 2021
Indexed Minimum Empirical Divergence for Unimodal Bandits NIPS 2021
Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective AAAI 2021
GO Hessian for Expectation-Based Objectives AAAI 2021
YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection ACL 2021
Non-asymptotic approximations of neural networks by Gaussian processes COLT 2021
Disposable Linear Bandits for Online Recommendations AAAI 2021
Robust Contextual Bandits via Bootstrapping AAAI 2021
Converse, Focus and Guess - Towards Multi-Document Driven Dialogue AAAI 2021