GTRAC: fast retrieval from compressed collections of genomic variants Bioinformatics, 2017. Also presented at the ECCB 2016 Conference. Kedar Tatwawadi, Idoia Ochoa, Mikel Hernaez, Tsachy Weissman Software
Minimax redundancy for Markov chains with large state space ISIT 2018 Kedar Tatwawadi, Jiantao Jiao, Tsachy Weissman
On Universal Compression with Constant Random Access ISIT 2018 Kedar Tatwawadi, Shirin Saeedi Bidokhti, Tsachy Weissman
Robust text-to-sql generation with execution-guided decoding NAMPI 2018 Chenglong Wang, Kedar Tatwawadi, Marc Brockschmidt, Po-Sen Huang, Yi Mao, Oleksandr Polozov, Rishabh Singh
Compression of genomic sequencing reads via hash-based reordering: algorithm and analysis Bioinformatics 2017 Shubham Chandak, Kedar Tatwawadi, Tsachy Weissman Software
SPRING: a next-generation compressor for FASTQ data Bioinformatics 2018 Shubham Chandak, Kedar Tatwawadi, Idoia Ochoa, Mikel Hernaez, Tsachy Weissman Software
Humans are still the best lossy image compressors DCC 2019 Ashutosh Bhown, Soham Mukherjee, Sean Yang, Shubham Chandak, Irena Fischer-Hwang, Kedar Tatwawadi, Tsachy Weissman
NECST: Neural Joint Source-Channel Coding Kristy Choi, Kedar Tatwawadi, Tsachy Weissman, Stefano Ermon
Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles Tianze Shi, Kedar Tatwawadi, Kaushik Chakrabarti, Yi Mao, Oleksandr Polozov, Weizhu Chen
DeepZip: Lossless Compression using Recurrent Neural Networks CS224n, Stanford Best Project award (10 out of 700 students) Software
Coloring black and white world using Deep Neural Nets CS231N Stanford Course project
Expander Graph and Locally Decodable Source Coding Exploring Data Compression with Random Access. EE387: Error Correction & Coding Course Project
Understanding Learning using Priviledged Information EE378A Course project