Ohcanbohtosat - Calmon, Flavio P.

Polynomial Approximations of Conditional Expectations in Scalar Gaussian Channels Dahkki Alghamdi, Wael, Calmon, Flavio P.

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Measuring Information from Moments Dahkki Alghamdi, Wael, Calmon, Flavio P.

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Generalizing Correspondence Analysis for Applications in Machine Learning Dahkki Hsu, Hsiang, Salamatian, Salman, Calmon, Flavio P.

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Privacy Amplification of Iterative Algorithms via Contraction Coefficients Dahkki Asoodeh, Shahab, Diaz, Mario, Calmon, Flavio P.

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Contraction of $E_γ$-Divergence and Its Applications to Privacy Dahkki Asoodeh, Shahab, Diaz, Mario, Calmon, Flavio P.

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Local Differential Privacy Is Equivalent to Contraction of $E_γ$-Divergence Dahkki Asoodeh, Shahab, Aliakbarpour, Maryam, Calmon, Flavio P.

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Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels Dahkki Wang, Hao, Gao, Rui, Calmon, Flavio P.

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Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values Dahkki Jeong, Haewon, Wang, Hao, Calmon, Flavio P.

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Adapting Fairness Interventions to Missing Values Dahkki Feng, Raymond, Calmon, Flavio P., Wang, Hao

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A Complete Characterization of Tensorizable $f$-divergences Dahkki Cruz, Rodrigo, Calmon, Flavio P., Yu, Qian

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Selective Explanations Dahkki Paes, Lucas Monteiro, Wei, Dennis, Calmon, Flavio P.

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On the Robustness of Information-Theoretic Privacy Measures and Mechanisms Dahkki Diaz, Mario, Wang, Hao, Calmon, Flavio P., Sankar, Lalitha

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To Split or Not to Split: The Impact of Disparate Treatment in Classification Dahkki Wang, Hao, Hsu, Hsiang, Diaz, Mario, Calmon, Flavio P.

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On Perfect Obfuscation: Local Information Geometry Analysis Dahkki Razeghi, Behrooz, Calmon, Flavio. P., Gunduz, Deniz, Voloshynovskiy, Slava

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Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility Dahkki Razeghi, Behrooz, Calmon, Flavio P., Gunduz, Deniz, Voloshynovskiy, Slava

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Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions Dahkki Wang, Hao, He, Luxi, Gao, Rui, Calmon, Flavio P.

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Arbitrary Decisions are a Hidden Cost of Differentially Private Training Dahkki Kulynych, Bogdan, Hsu, Hsiang, Troncoso, Carmela, Calmon, Flavio P.

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Fair Machine Unlearning: Data Removal while Mitigating Disparities Dahkki Oesterling, Alex, Ma, Jiaqi, Calmon, Flavio P., Lakkaraju, Hima

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Regretful Decisions under Label Noise Dahkki Nagaraj, Sujay, Liu, Yang, Calmon, Flavio P., Ustun, Berk

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Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks Dahkki Basta, Marguerite B., Hussein, Sarfaraz, Hsu, Hsiang, Calmon, Flavio P.

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