publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

    2021

    1. DZip: Improved general-purpose loss less compression based on novel neural network modeling
      Mohit Goyal, Kedar Tatwawadi, Shubham Chandak, and 1 more author
      In 2021 Data Compression Conference (DCC) 2021
    2. Elf-vc: Efficient learned flexible-rate video coding
      Oren Rippel, Alexander G Anderson, Kedar Tatwawadi, and 3 more authors
      In Proceedings of the IEEE/CVF International Conference on Computer Vision 2021
    3. Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing
      Billy Lau, Shubham Chandak, Sharmili Roy, and 4 more authors
      BiorXiv 2021

    2020

    1. LFZip: Lossy compression of multivariate floating-point time series data via improved prediction
      Shubham Chandak, Kedar Tatwawadi, Chengtao Wen, and 3 more authors
      In 2020 Data Compression Conference (DCC) 2020
    2. Overcoming high nanopore basecaller error rates for DNA storage via basecaller-decoder integration and convolutional codes
      Shubham Chandak, Joachim Neu, Kedar Tatwawadi, and 8 more authors
      In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020
    3. Impact of lossy compression of nanopore raw signal data on basecalling and consensus accuracy
      Shubham Chandak, Kedar Tatwawadi, Srivatsan Sridhar, and 1 more author
      Bioinformatics 2020
    4. Efficient Storage of and in DNA
      Kedar Shriram Tatwawadi
      2020
    5. Reducing latency and bandwidth for video streaming using keypoint extraction and digital puppetry
      Roshan Prabhakar, Shubham Chandak, Carina Chiu, and 4 more authors
      arXiv preprint arXiv:2011.03800 2020

    2019

    1. Humans are still the best lossy image compressors
      Ashutosh Bhown, Soham Mukherjee, Sean Yang, and 4 more authors
      In 2019 Data Compression Conference (DCC) 2019
    2. SPRING: a next-generation compressor for FASTQ data
      Shubham Chandak, Kedar Tatwawadi, Idoia Ochoa, and 2 more authors
      Bioinformatics 2019
    3. Optimal Communication Rates and Combinatorial Properties for Distributed Simulation
      Yanjun* Han, Kedar* Tatwawadi, Zhengqing Zhou, and 3 more authors
      arXiv preprint arXiv:1904.03271 2019
    4. Neural joint source-channel coding
      Kristy Choi, Kedar Tatwawadi, Aditya Grover, and 2 more authors
      In International Conference on Machine Learning 2019
    5. Tutorial on algebraic deletion correction codes
      Kedar Tatwawadi, and Shubham Chandak
      arXiv preprint arXiv:1906.07887 2019
    6. Improved read/write cost tradeoff in DNA-based data storage using LDPC codes
      Shubham Chandak, Kedar Tatwawadi, Billy Lau, and 7 more authors
      In 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton) 2019

    2018

    1. Compression of genomic sequencing reads via hash-based reordering: algorithm and analysis
      Shubham Chandak, Kedar Tatwawadi, and Tsachy Weissman
      Bioinformatics 2018
    2. Deepzip: Lossless compression using recurrent networks
      Kedar Tatwawadi
      URL https://web. stanford. edu/class/cs224n/reports/2761006. pdf 2018
    3. Minimax redundancy for Markov chains with large state space
      Kedar Tatwawadi, Jiantao Jiao, and Tsachy Weissman
      In 2018 IEEE International Symposium on Information Theory (ISIT) 2018
    4. Incsql: Training incremental text-to-sql parsers with non-deterministic oracles
      Tianze Shi, Kedar Tatwawadi, Kaushik Chakrabarti, and 3 more authors
      arXiv preprint arXiv:1809.05054 2018
    5. On universal compression with constant random access
      Kedar Tatwawadi, Shirin Saeedi Bidokhti, and Tsachy Weissman
      In 2018 IEEE International Symposium on Information Theory (ISIT) 2018
    6. Deepzip: Lossless data compression using recurrent neural networks
      Mohit Goyal, Kedar Tatwawadi, Shubham Chandak, and 1 more author
      arXiv preprint arXiv:1811.08162 2018
    7. Robust text-to-sql generation with execution-guided decoding
      Chenglong Wang, Kedar Tatwawadi, Marc Brockschmidt, and 4 more authors
      arXiv preprint arXiv:1807.03100 2018

    2017

      2016

      1. GTRAC: fast retrieval from compressed collections of genomic variants
        Kedar Tatwawadi, Mikel Hernaez, Idoia Ochoa, and 1 more author
        Bioinformatics 2016
      2. CS231N Project: Coloring black and white world using Deep Neural Nets
        Vivek Kumar Bagaria, and Kedar Tatwawadi
        2016

      2015