Bapi Chatterjee

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Stochastic Gradient Descent

Optimization Methods

Top Venues

Publications

Gaurav Bhardwaj, Bapi Chatterjee, Abhinav Sharma, Sathya Peri, Siddharth Nayak
Brief Announcement: Lock-free Learned Search Data Structure. SPAA (2024)
Vyacheslav Kungurtsev, Apaar, Aarya Khandelwal, Parth Sandeep Rastogi, Bapi Chatterjee, Jakub Marecek
Empirical Bayes for Dynamic Bayesian Networks Using Generalized Variational Inference. CoRR (2024)
Bapi Chatterjee
Distributed Machine Learning. ICDCN (2024)
Gaurav Bhardwaj, Bapi Chatterjee, Abhinav Sharma, Sathya Peri, Siddharth Nayak
Kanva: A Lock-free Learned Search Data Structure. ICPP (2024)
Gaurav Bhardwaj, Bapi Chatterjee, Abhay Jain, Sathya Peri
Wait-Free Updates and Range Search Using Uruv. SSS (2023)
Gaurav Bhardwaj, Abhay Jain, Bapi Chatterjee, Sathya Peri
Wait-Free Updates and Range Search using Uruv. CoRR (2023)
Gaurav Bhardwaj, Bapi Chatterjee, Abhinav Sharma, Sathya Peri, Siddharth Nayak
Learned Lock-free Search Data Structures. CoRR (2023)
Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh
Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGD. CoRR (2022)
Bapi Chatterjee, Sathya Peri, Muktikanta Sa
Brief Announcement: Non-Blocking Dynamic Unbounded Graphs with Worst-Case Amortized Bounds. DISC (2021)
Vyacheslav Kungurtsev, Malcolm Egan, Bapi Chatterjee, Dan Alistarh
Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees. AAAI (2021)
Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh
Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent. AAAI (2021)
Bapi Chatterjee, Ivan Walulya, Philippas Tsigas
Concurrent linearizable nearest neighbour search in LockFree-kD-tree. Theor. Comput. Sci. 886 (2021)
Bapi Chatterjee, Sathya Peri, Muktikanta Sa, Komma Manogna
Non-Blocking Dynamic Unbounded Graphs with Worst-Case Amortized Bounds. OPODIS (2021)
Bapi Chatterjee, Sathya Peri, Muktikanta Sa
Dynamic Graph Operations: A Consistent Non-blocking Approach. CoRR (2020)
Dan Alistarh, Bapi Chatterjee, Vyacheslav Kungurtsev
Elastic Consistency: A General Consistency Model for Distributed Stochastic Gradient Descent. CoRR (2020)
Vyacheslav Kungurtsev, Bapi Chatterjee, Dan Alistarh
Stochastic Gradient Langevin with Delayed Gradients. CoRR (2020)
Bapi Chatterjee, Sathya Peri, Muktikanta Sa, Nandini Singhal
A simple and practical concurrent non-blocking unbounded graph with linearizable reachability qeries. ICDCN (2019)
Sumit Bhatia, Bapi Chatterjee, Deepak Nathani, Manohar Kaul
A Persistent Homology Perspective to the Link Prediction Problem. COMPLEX NETWORKS (1) (2019)
Sumit Bhatia, Bapi Chatterjee, Deepak Nathani, Manohar Kaul
Understanding and Predicting Links in Graphs: A Persistent Homology Perspective. CoRR (2018)
Ivan Walulya, Bapi Chatterjee, Ajoy K. Datta, Rashmi Niyolia, Philippas Tsigas
Concurrent Lock-Free Unbounded Priority Queue with Mutable Priorities. SSS (2018)
Bapi Chatterjee, Sathya Peri, Muktikanta Sa, Nandini Singhal
A Simple and Practical Concurrent Non-blocking Unbounded Graph with Reachability Queries. CoRR (2018)
Himanshu Gupta, Sandeep Hans, Kushagra Aggarwal, Sameep Mehta, Bapi Chatterjee, Praveen Jayachandran
Efficiently Processing Temporal Queries on Hyperledger Fabric. ICDE (2018)
Bapi Chatterjee, Ivan Walulya, Philippas Tsigas
Concurrent Linearizable Nearest Neighbour Search in LockFree-kD-tree. ICDCN (2018)
Himanshu Gupta, Sameep Mehta, Sandeep Hans, Bapi Chatterjee, Pranay Lohia, Rajmohan C
Provenance in Context of Hadoop as a Service (HaaS) - State of the Art and Research Directions. CLOUD (2017)
Bapi Chatterjee
Lock-free Linearizable 1-Dimensional Range Queries. ICDCN (2017)
Bapi Chatterjee, Ivan Walulya, Philippas Tsigas
Help-Optimal and Language-Portable Lock-Free Concurrent Data Structures. ICPP (2016)
Bapi Chatterjee, Nhan Nguyen Dang, Philippas Tsigas
Efficient lock-free binary search trees. PODC (2014)
Bapi Chatterjee, Nhan Nguyen Dang, Philippas Tsigas
Efficient Lock-free Binary Search Trees. CoRR (2014)
Daniel Cederman, Bapi Chatterjee, Nhan Nguyen Dang, Yiannis Nikolakopoulos, Marina Papatriantafilou, Philippas Tsigas
A Study of the Behavior of Synchronization Methods in Commonly Used Languages and Systems. IPDPS (2013)
Daniel Cederman, Bapi Chatterjee, Philippas Tsigas
Understanding the Performance of Concurrent Data Structures on Graphics Processors. Euro-Par (2012)