conftrace_

rate distortion theory

6 papers

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Also known as

RDT

Co-occurring keywords

rate distortion (41) information theory (491) k-means clustering (235) model compression (3302) variational autoencoder (1288) population risk (17) mixed-precision quantization (40) conditional random field (494) rate-distortion theory (20) soft clustering (8)

Papers

Lossy Image Compression With Quantized Hierarchical VAEs WACV 2023
Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization AAAI 2021
Information-Theoretic Understanding of Population Risk Improvement with Model Compression AAAI 2020
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach NIPS 2017
A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NIPS 2009
Clustering with Bregman Divergences JMLR 2005