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Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses.
Panagiotis Koromilas
Giorgos Bouritsas
Theodoros Giannakopoulos
Mihalis Nicolaou
Yannis Panagakis
Published in:
CoRR (2024)
Keyphrases
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asymptotic analysis
learning algorithm
reinforcement learning
learning process
learning tasks
neural network
high level
search space
low level
online learning
random walk
adaptive control