Sinha, Kaushik

1. Near-Optimal Algorithms for Differentially-Private Principal Components
   2012/07/12 by Kamalika Chaudhuri, Chaudhuri, Kamalika, Anand D. Sarwate +3 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
2. Polynomial Learning of Distribution Families
   2010/04/27 by Belkin, Mikhail, Sinha, Kaushik · 2 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Federated Nearest Neighbor Classification with a Colony of Fruit-Flies: With Supplement
   2021/12/14 by Parikshit Ram, Ram, Parikshit, K. P. Sinha +1 · 2 citations
   Agricultural and Biological Sciences · Neuroscience · #FOS: Computer and information sciences #Insect Pheromone Research and Control #Machine Learning (cs.LG) #Olfactory and Sensory Function Studies #Plant and animal studies
4. Learning Gaussian Mixtures with Arbitrary Separation
   2009/07/06 by Mikhail Belkin, K. P. Sinha, Belkin, Mikhail +1 · 2 citations
   Computer Science · #Bayesian Methods and Mixture Models #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)