Bansal, Parikshit

1. Missing Value Imputation on Multidimensional Time Series
   2021/03/02 by Bansal, Parikshit, Deshpande, Prathamesh, Sarawagi, Sunita · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost
   2023/06/27 by Bansal, Parikshit, Sharma, Amit · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Understanding Self-Supervised Learning via Gaussian Mixture Models
   2024/11/05 by Parikshit Bansal, Bansal, Parikshit, Ali Kavis +3 · 4 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
4. Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems
   2022/10/07 by Parikshit Bansal, Bansal, Parikshit, Yashoteja Prabhu +5 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
5. Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers
   2023/05/26 by Parikshit Bansal, Amit Sharma, Bansal, Parikshit +1 · 1 citation
   Computer Science · #Text and Document Classification Technologies
6. Understanding the Training Speedup from Sampling with Approximate Losses
   2024/02/10 by Rudrajit Das, Das, Rudrajit, Xi Chen +7 · 1 citation
   Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms