Raef Bassily, Adam Smith and Abhradeep Thakurta. Private Empirical Risk Minimization, Revisited [In submission]. 

Nikita Mishra and Abhradeep Thakurta. (Nearly) Optimal Differentially Private Stochastic Multi-arm Bandits: From Theory to Practice. [In submission].

Cynthia Dwork, Kunal Talwar, Abhradeep Thakurta and  Li ZhangAnalyze Gauss: Optimal Bounds for Privacy-Preserving Principal Component Analysis. [To appear in STOC 2014].

Prateek Jain and Abhradeep Thakurta. (Near) Dimension Independent Risk Bounds for Differentially Private Learning. [To appear in ICML 2014].

Adam Smith and Abhradeep Thakurta. (Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings. NIPS-2013.

Adam Smith and Abhradeep ThakurtaDifferentially Private Feature Selection via Stability Arguments, and the Robustness of LASSO. COLT-2013, pp. 30:819-850.

Prateek Jain and Abhradeep Thakurta. Differentially Private Learning with Kernels. ICML-2013, pp. 28(3):118-126.

Kashyap Dixit, Madhav Jha, Sofya Raskhodnikova and Abhradeep ThakurtaTesting Lipschitz Property over Product Distributions with Applications to Statistical Data Privacy. TCC-2013, pp. 418-436.

Prateek Jain and Abhradeep Thakurta. Mirror Descent based Interactive Database Privacy. APPROX/ RANDOM-2012, pp. 579-590.

Daniel Kifer, Adam Smith and Abhradeep Thakurta. Private Convex Empirical Risk Minimization and High-dimensional Regression. COLT-2012, pp. 25.1–25.40.

Prateek Jain, Pravesh Kothari and Abhradeep Thakurta. Differentially Private Online Learning. COLT-2012, pp. 24.1–24.34.

Prashanth Mohan, Abhradeep Thakurta, Elaine Shi and Dawn Song. GUPT: Privacy Preserving Data Analysis Made Easy.  SIGMOD 2012, pp. 349-360.

Raghav Bhaskar, Abhishek Bhowmick, Vipul Goyal, Srivatsan Laxman and Abhradeep Thakurta. Noiseless Database Privacy. Asiacrypt, 2011, pp 215-232.

Raghav Bhaskar, Srivatsan Laxman, Adam Smith and Abhradeep Thakurta. Discovering frequent patterns in sensitive data. SIGKDD, 2010, pp. 503-512.

Abhradeep Guha Thakurta, Ashwath Kumar Reddy, Vijayan Immanuel. GRASP Approach to The Glass Cutting Problem. 5th Mexican International Conference on Artificial Intelligence(MICAI-2006), Research in Computing Science, ISSN 1870-4069.