conftrace_

stochastic process

388 papers

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Also known as

SP

Co-occurring keywords

bayesian inference (1907) regret bound (1926) variational inference (2069) markov chain monte carlo (725) online learning (1777) multi-armed bandit (1098) gaussian process (1200) probabilistic modeling (852) markov chain (207) markov decision process (790)

Papers

Smooth Non-stationary Bandits ICML 2023
Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation ICML 2023
ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023
Neural Diffusion Processes ICML 2023
Deep Momentum Multi-Marginal Schrödinger Bridge NIPS 2023
Langevin Diffusion Variational Inference AISTATS 2023
Nonparametric Density Estimation under Distribution Drift ICML 2023
Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories ACL 2023
Probabilistic Programs as an Action Description Language AAAI 2023
Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior AISTATS 2023
On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences NIPS 2023
Robust Load Balancing with Machine Learned Advice JMLR 2023
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process ICCV 2023
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality COLT 2023
Neural Processes with Stability NIPS 2023
Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space NIPS 2023
Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion ICML 2023
Isotropic Gaussian Processes on Finite Spaces of Graphs AISTATS 2023
SGD with Large Step Sizes Learns Sparse Features ICML 2023
The Behavior and Convergence of Local Bayesian Optimization NIPS 2023
Energy-Based Models for Functional Data using Path Measure Tilting AISTATS 2023
Streaming PCA for Markovian Data NIPS 2023
A unified framework for information-theoretic generalization bounds NIPS 2023
Concentration analysis of multivariate elliptic diffusions JMLR 2023
Exploring Temporal Concurrency for Video-Language Representation Learning ICCV 2023