Sarawagi, Sunita
- Generalizing Across Domains via Cross-Gradient Training
2018/04/28 by Shiv Shankar, Vihari Piratla, Shankar, Shiv +9 · 16 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis #Topic Modeling
- Efficient Domain Generalization via Common-Specific Low-Rank Decomposition
2020/03/28 by Vihari Piratla, Piratla, Vihari, Praneeth Netrapalli +3 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Benchmarking and Improving Text-to-SQL Generation under Ambiguity
2023/10/20 by Adithya Bhaskar, Tushar Tomar, Bhaskar, Adithya +5 · 11 citations
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Advanced Database Systems and Queries #Scientific Computing and Data Management
- Parallel Iterative Edit Models for Local Sequence Transduction
2019/10/07 by Abhijeet Awasthi, Sunita Sarawagi, Awasthi, Abhijeet +7 · 5 citations
Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL
2023/11/02 by Kothyari, Mayank, Dhingra, Dhruva, Sarawagi, Sunita +1 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages
2022/03/03 by Vaidehi Patil, Partha Talukdar, Patil, Vaidehi +3 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- 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)
- Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time
2021/08/15 by Anshul Nasery, Soumyadeep Thakur, Nasery, Anshul +7 · 3 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Learning from Rules Generalizing Labeled Exemplars
2020/04/13 by Abhijeet Awasthi, Awasthi, Abhijeet, Sabyasachi Ghosh +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Natural Language Processing Techniques
- Calibration of Encoder Decoder Models for Neural Machine Translation
2019/03/03 by Kumar, Aviral, Sarawagi, Sunita · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting
2018/03/10 by Mukherjee, Srayanta, Devashish Shankar, Atin Ghosh +9 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Data Programming using Continuous and Quality-Guided Labeling Functions
2019/11/22 by Oishik Chatterjee, Ganesh Ramakrishnan, Chatterjee, Oishik +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Rough Sets and Fuzzy Logic
- What's in a Name? Are BERT Named Entity Representations just as Good for any other Name?
2020/07/14 by Sriram Balasubramanian, Balasubramanian, Sriram, Naman Jain +7 · 1 citation
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study
2021/06/07 by Khemchandani, Yash, Mehtani, Sarvesh, Patil, Vaidehi +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations
2021/08/14 by Piratla, Vihari, Chakrabarty, Soumen, Sarawagi, Sunita · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Focus on the Common Good: Group Distributional Robustness Follows
2021/10/06 by Vihari Piratla, Piratla, Vihari, Praneeth Netrapalli +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and ELM
- SALSA: Speedy ASR-LLM Synchronous Aggregation
2024/08/29 by Mittal, Ashish, Prabhu, Darshan, Sarawagi, Sunita +1 · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers
2022/10/29 by Awasthi, Abhijeet, Sathe, Ashutosh, Sarawagi, Sunita · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adaptive Discounting of Implicit Language Models in RNN-Transducers
2022/02/21 by V. S. Unni, Shreya Khare, Unni, Vinit +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
- Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities
2024/11/23 by Ramachandran, Ashwin, Sarawagi, Sunita · 2 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- From Search To Sampling: Generative Models For Robust Algorithmic Recourse
2025/05/12 by Prateek Garg, Lokesh Nagalapatti, Garg, Prateek +3 · 2 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Ethics and Social Impacts of AI
- PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
2024/06/06 by Lokesh Nagalapatti, Nagalapatti, Lokesh, Pranava Singhal +5 · 1 citation
Computer Science · #Advanced Statistical Modeling Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing
2024/01/27 by Lokesh Nagalapatti, Nagalapatti, Lokesh, Akshay Iyer +5 · 1 citation
Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Flow Measurement and Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Microwave Imaging and Scattering Analysis
- Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class
2024/12/20 by A. D'Souza, M Swetha, D'souza, Annie +3 · 2 citations
Health Professions · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Coding and Health Information
- Improving RNN-Transducers with Acoustic LookAhead
2023/07/11 by V. S. Unni, Unni, Vinit S., Ashish Mittal +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Masked Diffusion Models are Secretly Learned-Order Autoregressive Models
2025/11/24 by Garg, Prateek, Kohli, Bhavya, Sarawagi, Sunita · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Topic Modeling #Speech Recognition and Synthesis