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ORCIDLalitha Sankar
- > Home > Persons > Lalitha Sankar
Publications
- 2022
[j28]Peter Kairouz, Jiachun Liao
, Chong Huang, Maunil Vyas, Monica Welfert, Lalitha Sankar:
Generating Fair Universal Representations Using Adversarial Models. IEEE Trans. Inf. Forensics Secur. 17: 1970-1985 (2022)- [j27]Tyler Sypherd, Mario Díaz, John Kevin Cava, Gautam Dasarathy, Peter Kairouz, Lalitha Sankar:
A Tunable Loss Function for Robust Classification: Calibration, Landscape, and Generalization. IEEE Trans. Inf. Theory 68(9): 6021-6051 (2022) - 2021
- [c54]Mario Díaz, Peter Kairouz, Jiachun Liao, Lalitha Sankar:
Neural Network-based Estimation of the MMSE. ISIT 2021: 1023-1028 - [i59]Mario Díaz, Peter Kairouz, Lalitha Sankar:
Lower Bounds for the Minimum Mean-Square Error via Neural Network-based Estimation. CoRR abs/2108.12851 (2021) - 2019
- [c46]Tyler Sypherd, Mario Díaz, Lalitha Sankar, Peter Kairouz:
A Tunable Loss Function for Binary Classification. ISIT 2019: 2479-2483 - [i52]Tyler Sypherd, Mario Díaz, Lalitha Sankar, Peter Kairouz:
A Tunable Loss Function for Binary Classification. CoRR abs/1902.04639 (2019) - [i49]Tyler Sypherd, Mario Díaz, Harshit Laddha, Lalitha Sankar, Peter Kairouz, Gautam Dasarathy:
A Tunable Loss Function for Classification. CoRR abs/1906.02314 (2019) - [i48]Jiachun Liao, Chong Huang, Peter Kairouz, Lalitha Sankar:
Learning Generative Adversarial RePresentations (GAP) under Fairness and Censoring Constraints. CoRR abs/1910.00411 (2019) - [i47]Mario Díaz, Peter Kairouz, Jiachun Liao, Lalitha Sankar:
Theoretical Guarantees for Model Auditing with Finite Adversaries. CoRR abs/1911.03405 (2019) - 2018
- [c44]Chong Huang, Peter Kairouz, Lalitha Sankar:
Generative Adversarial Privacy: A Data-Driven Approach to Information-Theoretic Privacy. ACSSC 2018: 2162-2166 - [i44]Mario Díaz, Lalitha Sankar, Peter Kairouz:
On the Contractivity of Privacy Mechanisms. CoRR abs/1801.06255 (2018) - [i40]Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal:
Generative Adversarial Privacy. CoRR abs/1807.05306 (2018) - 2017
- [j19]Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal:
Context-Aware Generative Adversarial Privacy. Entropy 19(12): 656 (2017) - [i31]Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal:
Context-Aware Generative Adversarial Privacy. CoRR abs/1710.09549 (2017)
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