Flávio du Pin Calmon

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 47

Top Venues

CoRR

IEEE Trans. Inf. Theory

ISIT

AISTATS

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Bogdan Kulynych, Juan Felipe Gómez, Georgios Kaissis, Flávio du Pin Calmon, Carmela Troncoso
Attack-Aware Noise Calibration for Differential Privacy. CoRR (2024)
Jamelle Watson-Daniels, Flávio du Pin Calmon, Alexander D'Amour, Carol Xuan Long, David C. Parkes, Berk Ustun
Predictive Churn with the Set of Good Models. CoRR (2024)
Francisco Raimundo Albuquerque Parente, Flávio du Pin Calmon, José Cândido Silveira Santos Filho
Unified Framework for Diversity and Coding Gains Over a Broad Gaussian Class of Fading Channels. IEEE Trans. Veh. Technol. 72 (12) (2023)
Hsiang Hsu, Flávio du Pin Calmon
Rashomon Capacity: A Metric for Predictive Multiplicity in Probabilistic Classification. CoRR (2022)
Dennis Wei, Karthikeyan Natesan Ramamurthy, Flávio du Pin Calmon
Optimized Score Transformation for Consistent Fair Classification. J. Mach. Learn. Res. 22 (2021)
Haewon Jeong, Ateet Devulapalli, Viveck R. Cadambe, Flávio du Pin Calmon
ϵ-Approximate Coded Matrix Multiplication Is Nearly Twice as Efficient as Exact Multiplication. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Hao Wang, Hsiang Hsu, Mario Díaz, Flávio du Pin Calmon
To Split or not to Split: The Impact of Disparate Treatment in Classification. IEEE Trans. Inf. Theory 67 (10) (2021)
Mario Díaz, Hao Wang, Flávio du Pin Calmon, Lalitha Sankar
On the Robustness of Information-Theoretic Privacy Measures and Mechanisms. IEEE Trans. Inf. Theory 66 (4) (2020)
Parastoo Sadeghi, Shahab Asoodeh, Flávio du Pin Calmon
Differentially Private Mechanisms for Count Queries. CoRR (2020)
Hsiang Hsu, Shahab Asoodeh, Flávio du Pin Calmon
Obfuscation via Information Density Estimation. AISTATS (2020)
Shahab Asoodeh, Flávio du Pin Calmon
Bottleneck Problems: Information and Estimation-Theoretic View. CoRR (2020)
Dennis Wei, Karthikeyan Natesan Ramamurthy, Flávio du Pin Calmon
Optimized Score Transformation for Fair Classification. AISTATS (2020)
Francisco Raimundo Albuquerque Parente, Flávio du Pin Calmon, José Cândido Silveira Santos Filho
High-SNR Performance in Gaussian-Class Fading. ICC (2020)
Hsiang Hsu, Shahab Asoodeh, Flávio du Pin Calmon
Obfuscation via Information Density Estimation. CoRR (2019)
Charles T. Marx, Flávio du Pin Calmon, Berk Ustun
Predictive Multiplicity in Classification. CoRR (2019)
Jiachun Liao, Oliver Kosut, Lalitha Sankar, Flávio du Pin Calmon
Tunable Measures for Information Leakage and Applications to Privacy-Utility Tradeoffs. IEEE Trans. Inf. Theory 65 (12) (2019)
Dennis Wei, Karthikeyan Natesan Ramamurthy, Flávio du Pin Calmon
Optimized Score Transformation for Fair Classification. CoRR (2019)
Hsiang Hsu, Salman Salamatian, Flávio du Pin Calmon
Correspondence Analysis Using Neural Networks. CoRR (2019)
Hsiang Hsu, Salman Salamatian, Flávio du Pin Calmon
Correspondence Analysis Using Neural Networks. AISTATS (2019)
Hao Wang, Lisa Vo, Flávio du Pin Calmon, Muriel Médard, Ken R. Duffy, Mayank Varia
Privacy With Estimation Guarantees. IEEE Trans. Inf. Theory 65 (12) (2019)
Hsiang Hsu, Flávio du Pin Calmon, José Cândido Silveira Santos Filho, Andre P. Calmon, Salman Salamatian
Correspondence Analysis of Government Expenditure Patterns. CoRR (2018)
Flávio du Pin Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
Data Pre-Processing for Discrimination Prevention: Information-Theoretic Optimization and Analysis. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Hao Wang, Mario Díaz, Flávio du Pin Calmon, Lalitha Sankar
The Utility Cost of Robust Privacy Guarantees. CoRR (2018)
Hsiang Hsu, Shahab Asoodeh, Salman Salamatian, Flávio du Pin Calmon
Generalizing Bottleneck Problems. CoRR (2018)
Hao Wang, Berk Ustun, Flávio du Pin Calmon
On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning. ISIT (2018)
Jiachun Liao, Oliver Kosut, Lalitha Sankar, Flávio du Pin Calmon
Tunable Measures for Information Leakage and Applications to Privacy-Utility Tradeoffs. CoRR (2018)
Hsiang Hsu, Salman Salamatian, Flávio du Pin Calmon
Deep Orthogonal Representations: Fundamental Properties and Applications. CoRR (2018)
Jiachun Liao, Oliver Kosut, Lalitha Sankar, Flávio du Pin Calmon
A Tunable Measure for Information Leakage. ISIT (2018)
Flávio du Pin Calmon, Yury Polyanskiy, Yihong Wu
Strong Data Processing Inequalities for Input Constrained Additive Noise Channels. IEEE Trans. Inf. Theory 64 (3) (2018)
Hsiang Hsu, Shahab Asoodeh, Salman Salamatian, Flávio du Pin Calmon
Generalizing Bottleneck Problems. ISIT (2018)
Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon
Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime. IEEE Trans. Inf. Forensics Secur. 13 (4) (2018)
Jiachun Liao, Oliver Kosut, Lalitha Sankar, Flávio du Pin Calmon
A Tunable Measure for Information Leakage. CoRR (2018)
Jiachun Liao, Oliver Kosut, Lalitha Sankar, Flávio du Pin Calmon
Privacy Under Hard Distortion Constraints. CoRR (2018)
Hao Wang, Berk Ustun, Flávio du Pin Calmon
On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning. CoRR (2018)
Jiachun Liao, Lalitha Sankar, Flávio du Pin Calmon, Vincent Yan Fu Tan
Hypothesis Testing under Maximal Leakage Privacy Constraints. CoRR (2017)
Flávio du Pin Calmon, Álvaro Augusto Machado de Medeiros, Michel Daoud Yacoub
Mutual Outage Probability. IEEE Trans. Wirel. Commun. 16 (5) (2017)
Hao Wang, Flávio du Pin Calmon
An Estimation-Theoretic View of Privacy. CoRR (2017)
Flávio du Pin Calmon, Ali Makhdoumi, Muriel Médard, Mayank Varia, Mark M. Christiansen, Ken R. Duffy
Principal Inertia Components and Applications. CoRR (2017)
Flávio du Pin Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
Optimized Data Pre-Processing for Discrimination Prevention. CoRR (2017)
Flávio du Pin Calmon, Ali Makhdoumi, Muriel Médard, Mayank Varia, Mark M. Christiansen, Ken R. Duffy
Principal Inertia Components and Applications. IEEE Trans. Inf. Theory 63 (8) (2017)
Flávio du Pin Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
Optimized Pre-Processing for Discrimination Prevention. NIPS (2017)
Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon
Hypothesis Testing under Mutual Information Privacy Constraints in the High Privacy Regime. CoRR (2017)
Hao Wang, Flávio du Pin Calmon
An estimation-theoretic view of privacy. Allerton (2017)
Jiachun Liao, Lalitha Sankar, Flávio du Pin Calmon, Vincent Y. F. Tan
Hypothesis testing under maximal leakage privacy constraints. ISIT (2017)
Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon
Hypothesis Testing in the High Privacy Limit. CoRR (2016)
Matthew Riemer, Aditya Vempaty, Flávio du Pin Calmon, Fenno F. Terry Heath III, Richard Hull, Elham Khabiri
Correcting Forecasts with Multifactor Neural Attention. ICML (2016)
Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon
Hypothesis testing in the high privacy limit. Allerton (2016)
Ali Makhdoumi, Flávio du Pin Calmon, Muriel Médard
Forgot your password: Correlation dilution. ISIT (2015)
Flávio du Pin Calmon, Muriel Médard, Mayank Varia, Ken R. Duffy, Mark M. Christiansen, Linda M. Zeger
Hiding Symbols and Functions: New Metrics and Constructions for Information-Theoretic Security. CoRR (2015)
Salman Salamatian, Amy Zhang, Flávio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft
Managing Your Private and Public Data: Bringing Down Inference Attacks Against Your Privacy. IEEE J. Sel. Top. Signal Process. 9 (7) (2015)
Flávio du Pin Calmon, Yury Polyanskiy, Yihong Wu
Strong data processing inequalities in power-constrained Gaussian channels. ISIT (2015)
Flávio du Pin Calmon, Yury Polyanskiy, Yihong Wu
Strong Data Processing Inequalities for Input Constrained Additive Noise Channels. CoRR (2015)
Flávio du Pin Calmon, Ali Makhdoumi, Muriel Médard
Fundamental limits of perfect privacy. ISIT (2015)
Mark M. Christiansen, Ken R. Duffy, Flávio du Pin Calmon, Muriel Médard
Multi-User Guesswork and Brute Force Security. IEEE Trans. Inf. Theory 61 (12) (2015)
Salman Salamatian, Amy Zhang, Flávio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft
Managing your Private and Public Data: Bringing down Inference Attacks against your Privacy. CoRR (2014)
Flávio du Pin Calmon, Mayank Varia, Muriel Médard
An exploration of the role of principal inertia components in information theory. ITW (2014)
Flávio du Pin Calmon, Mayank Varia, Muriel Médard
On information-theoretic metrics for symmetric-key encryption and privacy. Allerton (2014)
Mark M. Christiansen, Ken R. Duffy, Flávio du Pin Calmon, Muriel Médard
Quantifying the computational security of multi-user systems. CoRR (2014)
Flávio du Pin Calmon, Mayank Varia, Muriel Médard
An Exploration of the Role of Principal Inertia Components in Information Theory. CoRR (2014)
Flávio du Pin Calmon, Mayank Varia, Muriel Médard, Mark M. Christiansen, Ken R. Duffy, Stefano Tessaro
Bounds on inference. Allerton (2013)
Flávio du Pin Calmon, Mayank Varia, Muriel Médard, Mark M. Christiansen, Ken R. Duffy, Stefano Tessaro
Bounds on inference. CoRR (2013)
Mark M. Christiansen, Ken R. Duffy, Flávio du Pin Calmon, Muriel Médard
Guessing a password over a wireless channel (on the effect of noise non-uniformity). CoRR (2013)
Mark M. Christiansen, Ken R. Duffy, Flávio du Pin Calmon, Muriel Médard
Brute force searching, the typical set and Guesswork. ISIT (2013)
Salman Salamatian, Amy Zhang, Flávio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft
How to hide the elephant- or the donkey- in the room: Practical privacy against statistical inference for large data. GlobalSIP (2013)
Mark M. Christiansen, Ken R. Duffy, Flávio du Pin Calmon, Muriel Médard
Guessing a password over a wireless channel (on the effect of noise non-uniformity). ACSSC (2013)
Jason Cloud, Flávio du Pin Calmon, Weifei Zeng, Giovanni Pau, Linda Zeger, Muriel Médard
Multi-Path TCP with Network Coding for Mobile Devices in Heterogeneous Networks. CoRR (2013)
Jason Cloud, Flávio du Pin Calmon, Weifei Zeng, Giovanni Pau, Linda M. Zeger, Muriel Médard
Multi-Path TCP with Network Coding for Mobile Devices in Heterogeneous Networks. VTC Fall (2013)
Mark M. Christiansen, Ken R. Duffy, Flávio du Pin Calmon, Muriel Médard
Brute force searching, the typical set and Guesswork CoRR (2013)
Flávio du Pin Calmon, Muriel Médard, Linda M. Zeger, João Barros, Mark M. Christiansen, Ken R. Duffy
Lists that are smaller than their parts: A coding approach to tunable secrecy. Allerton Conference (2012)
Flávio du Pin Calmon, Muriel Médard, Linda M. Zeger, João Barros, Mark M. Christiansen, Ken R. Duffy
Lists that are smaller than their parts: A coding approach to tunable secrecy CoRR (2012)
Flávio du Pin Calmon, Nadia Fawaz
Privacy against statistical inference. Allerton Conference (2012)
Flávio du Pin Calmon, Nadia Fawaz
Privacy Against Statistical Inference CoRR (2012)
Arman Rezaee, Flávio du Pin Calmon, Linda M. Zeger, Muriel Médard
Speeding Multicast by Acknowledgment Reduction Technique (SMART) Enabling Robustness of QoE to the Number of Users. IEEE J. Sel. Areas Commun. 30 (7) (2012)
Flávio du Pin Calmon, Muriel Médard, Michelle Effros
Equivalent models for multi-terminal channels. ITW (2011)
Flávio du Pin Calmon, Michel Daoud Yacoub
MRCS -- selecting maximal ratio combined signals: a practical hybrid diversity combining scheme. IEEE Trans. Wirel. Commun. 8 (7) (2009)
Flávio du Pin Calmon, Michel Daoud Yacoub
A General Exact Formulation for the Outage Probability in Interference-Limited Systems. GLOBECOM (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Flávio du Pin Calmon