Shashank Rajput
SRM Institute of Science and Technology(IN)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Machine Learning and Algorithms, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Natural Language Processing Techniques
Most-Cited Works
- → Attack of the Tails: Yes, You Really Can Backdoor Federated Learning(2020)110 cited
- → DETOX: A Redundancy-based Framework for Faster and More Robust Gradient\n Aggregation(2019)42 cited
- → LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks(2022)34 cited
- → Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient(2020)28 cited
- → Recommender Systems with Generative Retrieval(2023)27 cited
- → Convergence and Margin of Adversarial Training on Separable Data(2019)10 cited
- → Closing the convergence gap of SGD without replacement(2020)10 cited
- → An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks(2021)9 cited
- Optimal Lottery Tickets via Subset Sum: Logarithmic Over-Parameterization is Sufficient(2020)