Kunal Talwar

Publications by Year

Research Areas

Privacy-Preserving Technologies in Data, Complexity and Algorithms in Graphs, Cryptography and Data Security, Optimization and Search Problems, Stochastic Gradient Optimization Techniques

Most-Cited Works

• → TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems(2016)9,726 cited
• → Deep Learning with Differential Privacy(2016)5,620 cited
• → Mechanism Design via Differential Privacy(2007)1,329 cited
• → Quincy(2009)852 cited
• → Learning Differentially Private Recurrent Language Models(2017)670 cited
• → The complexity of pure Nash equilibria(2004)656 cited
• → A tight bound on approximating arbitrary metrics by tree metrics(2003)588 cited
• → Privacy, accuracy, and consistency too(2007)485 cited
• → Adversarially Robust Generalization Requires More Data(2018)359 cited
• Detecting format string vulnerabilities with type qualifiers(2001)