Donsker-Varadhan
PulseAugur coverage of Donsker-Varadhan — every cluster mentioning Donsker-Varadhan across labs, papers, and developer communities, ranked by signal.
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New algebraic identity unifies information theory results
A new paper introduces a unified algebraic identity that connects various information-theoretic variational results. This identity generalizes classical formulas for entropy and divergence to multiple priors and holds f…
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New MA-SBI Framework Uses Side-Channel Data for Accurate Simulation-Based Inference
Researchers have introduced MA-SBI, a novel framework for simulation-based inference that addresses challenges posed by simulator misspecification. Unlike previous methods requiring parameter calibration pairs, MA-SBI l…
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New research tackles LLM and VLM hallucinations with novel detection and correction methods
Researchers are developing novel methods to combat hallucinations in large language models (LLMs) and vision-language models (VLMs). One approach, Recurrent Attention-based Uncertainty Quantification (RAUQ), uses attent…