Rao, Nikhil
- Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search
2022/06/14 by Chandan K. Reddy, Reddy, Chandan K., Lluı́s Màrquez +15 · 13 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Information Retrieval and Search Behavior #Web Data Mining and Analysis
- Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents
2024/02/27 by Rosset, Corby, Chung, Ho-Lam, Qin, Guanghui +5 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Automatic Pair Construction for Contrastive Post-training
2023/10/03 by Xu, Canwen, Rosset, Corby, Chau, Ethan C. +6 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation
2023/05/17 by Zhu, Jiong, Reganti, Aishwarya, Huang, Edward +4 · 3 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Task-Agnostic Graph Explanations
2022/02/16 by Xie, Yaochen, Katariya, Sumeet, Tang, Xianfeng +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
2013/11/20 by Nikhil Rao, Christopher R. Cox, Rao, Nikhil +5 · 2 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
- Search Behavior Prediction: A Hypergraph Perspective
2022/11/23 by Han, Yan, Huang, Edward W, Zheng, Wenqing +3 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods
2021/11/08 by Wenqing Zheng, Zheng, Wenqing, Edward W Huang +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Maximizing and Satisficing in Multi-armed Bandits with Graph Information
2021/08/02 by Parth Thaker, Thaker, Parth K., Mohit Malu +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems
- Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs
2021/10/26 by Nurendra Choudhary, Nikhil Rao, Choudhary, Nurendra +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction
2023/02/27 by Wenqing Zheng, Edward W Huang, Zheng, Wenqing +7 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- Tight Measurement Bounds for Exact Recovery of Structured Sparse Signals
2011/06/22 by Nikhil Rao, Rao, Nikhil, Benjamin Recht +3 · 1 citation
Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
- Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach
2023/10/29 by Nurendra Choudhary, Nikhil Rao, Choudhary, Nurendra +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Social and Information Networks (cs.SI)