conftrace_

probability theory

10 papers

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Co-occurring keywords

natural language processing (2034) de finetti theorem (2) exchangeable sequence (2) word embedding (1764) stochastic transitivity (11) conjugate model (4) classification evaluation (4) probabilistic method (24) conditional value at risk (50) test-time scaling (85)

Papers

Foundations of the Theory of Performance-Based Ranking CVPR 2025
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025
Formally Verified Solution Methods for Markov Decision Processes AAAI 2023
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract) IJCAI 2022
Is There a Strongest Die in a Set of Dice with the Same Mean Pips? AAAI 2022
Natural Language Processing for Computer Scientists and Data Scientists at a Large State University NAACL 2021
Word Representations Concentrate and This is Good News! EMNLP 2020
Concentration Inequalities for Conditional Value at Risk ICML 2019
A Generative Model for Score Normalization in Speaker Recognition INTERSPEECH 2017
Posterior distributions are computable from predictive distributions AISTATS 2010