conftrace_

markov process

25 papers

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Co-occurring keywords

stochastic process (388) markov chain (207) bayesian nonparametrics (270) relational datum (44) gaussian process (1200) variational inference (2069) longitudinal social network (1) dynamic relational datum (2) cox process (11) few-shot classification (90)

Papers

Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models AAAI 2026
Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals JMLR 2025
Transformers on Markov data: Constant depth suffices NIPS 2024
An Analysis of Tokenization: Transformers under Markov Data NIPS 2024
Deep Stochastic Processes via Functional Markov Transition Operators NIPS 2023
Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces ICML 2023
SONGs: Self-Organizing Neural Graphs WACV 2023
Reconstruction on Trees and Low-Degree Polynomials NIPS 2022
Analysis of Stochastic Processes through Replay Buffers ICML 2022
Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification CVPR 2022
Conjugated Discrete Distributions for Distributional Reinforcement Learning AAAI 2022
Bayesian nonparametric model for arbitrary cubic partitioning ACML 2021
DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020
Minimax-Optimal Off-Policy Evaluation with Linear Function Approximation ICML 2020
Learning low-dimensional state embeddings and metastable clusters from time series data NIPS 2019
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems NIPS 2019
A Kernel Theory of Modern Data Augmentation ICML 2019
State Aggregation Learning from Markov Transition Data NIPS 2019
Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data ICML 2018
Dependent Relational Gamma Process Models for Longitudinal Networks ICML 2018
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting NIPS 2017
A Procrustean Markov Process for Non-Rigid Structure Recovery CVPR 2014
A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks AISTATS 2011
Mean Field Variational Approximation for Continuous-Time Bayesian Networks JMLR 2010
The Infinite Markov Model NIPS 2007