Dhruv Choudhary
SRM Institute of Science and Technology(IN)Atal Bihari Vajpayee Indian Institute of Information Technology and Management(IN)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Recommender Systems and Techniques, Generative Adversarial Networks and Image Synthesis, Parallel Computing and Optimization Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → An energy efficient cache design using spin torque transfer (STT) RAM(2010)100 cited
- → AutoShard: Automated Embedding Table Sharding for Recommender Systems(2022)21 cited
- → On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data(2017)15 cited
- Fast Distributed Training of Deep Neural Networks: Dynamic Communication Thresholding for Model and Data Parallelism.(2020)
- → Evaluation of aerodynamic effects on a tall building with various cross-section shapes having equal area(2022)10 cited
- → Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale(2021)8 cited
- → Microscaling Data Formats for Deep Learning(2023)8 cited