• 1065 Citations
  • 16 h-Index
20072021
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Fingerprint Dive into the research topics where Lalitha Sankar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 6 Similar Profiles
Privacy Mathematics
State estimation Engineering & Materials Science
Smart meters Engineering & Materials Science
Leakage Mathematics
Transmitters Engineering & Materials Science
Data privacy Engineering & Materials Science
Decoding Engineering & Materials Science
Entropy Engineering & Materials Science

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Research Output 2007 2019

  • 1065 Citations
  • 16 h-Index
  • 48 Conference contribution
  • 21 Article
  • 1 Chapter
  • 1 Editorial

A Tunable Loss Function for Binary Classification

Sypherd, T., Diaz, M., Sankar, L. & Kairouz, P., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2479-2483 5 p. 8849796. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Binary Classification
Loss Function
Regression Analysis
Regression analysis
Logistic Regression

Generative Adversarial Privacy: A Data-Driven Approach to Information-Theoretic Privacy

Huang, C., Kairouz, P. & Sankar, L., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2162-2166 5 p. 8645532. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Privatization

Privacy under hard distortion constraints

Liao, J., Kosut, O., Sankar, L. & Calmon, F. P., Jan 15 2019, 2018 IEEE Information Theory Workshop, ITW 2018. Institute of Electrical and Electronics Engineers Inc., 8613385. (2018 IEEE Information Theory Workshop, ITW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robustness of Maximal α-Leakage to Side Information

Liao, J., Sankar, L., Kosut, O. & Calmon, F. P., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 642-646 5 p. 8849769. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Side Information
Leakage
Robustness
Channel capacity
Measures of Information
4 Citations (Scopus)

A Tunable Measure for Information Leakage

Liao, J., Kosut, O., Sankar, L. & Calmon, F. P., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. p. 701-705 5 p. 8437307

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Leakage
Refining
Channel capacity
Quasiconvexity
Chemical analysis

Projects 2013 2021