Balaprakash, Prasanna

8 publications

NeurIPSW 2023 DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery Through Sophisticated AI System Technologies Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Rick L. Stevens, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Prasanna Balaprakash, Yuxiong He

CoLLAs 2023 Improving Performance in Continual Learning Tasks Using Bio-Inspired Architectures Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash

AISTATS 2023 Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck Anirban Samaddar, Sandeep Madireddy, Prasanna Balaprakash, Taps Maiti, Gustavo Campos, Ian Fischer

NeurIPSW 2022 Unified Probabilistic Neural Architecture and Weight Ensembling Improves Model Robustness Sumegha Premchandar, Sanket Rajendra Jantre, Prasanna Balaprakash, Sandeep Madireddy

NeurIPS 2021 Formalizing the Generalization-Forgetting Trade-Off in Continual Learning Krishnan Raghavan, Prasanna Balaprakash

ACML 2021 Learning to Switch Optimizers for Quadratic Programming Grant Getzelman, Prasanna Balaprakash

AAAI 2020 Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash

ICMLW 2020 Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash