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Information MeasuresCovers information measures like entropy, Kullback-Leibler divergence, and data processing inequality, along with probability kernels and mutual information.
Protein Residue Coevolution AnalysisDelves into analyzing residue coevolution in protein families to capture native contacts and predict spatial proximity and protein interactions.
Generalization ErrorDiscusses mutual information, data processing inequality, and properties related to leakage in discrete systems.
Achievable Rate & CapacityExplores achievable rate, channel capacity, spectral efficiency, and fading channels in wireless communication systems.
Information Theory and CodingCovers source coding, Kraft's inequality, mutual information, Huffman procedure, and properties of tropical sequences.
Protein Structure PredictionDelves into predicting protein structure through amino acid contact analysis and advanced computational methods.
Mutual Information: ContinuedExplores mutual information for quantifying statistical dependence between variables and inferring probability distributions from data.
Information MeasuresCovers variational representation and information measures such as entropy and mutual information.
Information Measures: Part 2Covers information measures like entropy, joint entropy, and mutual information in information theory and data processing.