Tejaswini Pedapati

1. A Survey on Neural Architecture Search
   2019/05/04 by Martin Wistuba, Wistuba, Martin, Ambrish Rawat +3 · 1 voice · 16 citations
   Computer Science · Mathematics · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #cs.CV #cs.LG #cs.NE #stat.ML
2. Granite Guardian
   2024/12/10 by Inkit Padhi, Manish Nagireddy, Padhi, Inkit +45 · 4 voices · 6 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geotechnical and Geomechanical Engineering #cs.CL
3. Model Agnostic Contrastive Explanations for Structured Data
   2019/05/31 by Amit Dhurandhar, Dhurandhar, Amit, Tejaswini Pedapati +8 · 4 citations
   Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
4. Learning to Rank Learning Curves
   2020/06/05 by Martin Wistuba, Wistuba, Martin, Tejaswini Pedapati +1 · 3 citations
   Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Advanced Neural Network Applications
5. Understanding Unequal Gender Classification Accuracy from Face Images
   2018/11/30 by Vidya Muthukumar, Muthukumar, Vidya, Tejaswini Pedapati +17 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (stat.ML)
6. Aligning Human and LLM Judgments: Insights from EvalAssist on Task-Specific Evaluations and AI-assisted Assessment Strategy Preferences
   2024/10/01 by Zahra Ashktorab, Ashktorab, Zahra, Michael Desmond +16 · 6 citations
   Decision Sciences · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Impact of AI and Big Data on Business and Society
7. NeuNetS: An Automated Synthesis Engine for Neural Network Design
   2019/01/17 by Atin Sood, Benjamin Elder, Sood, Atin +37 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Machine Learning and Data Classification #COVID-19 diagnosis using AI
8. LakeBench: Benchmarks for Data Discovery over Data Lakes
   2023/07/09 by Kavitha Srinivas, Srinivas, Kavitha, Julian Dolby +15 · 3 citations
   Decision Sciences · Computer Science · Business, Management and Accounting · #Data Quality and Management #Advanced Database Systems and Queries #Big Data and Business Intelligence
9. Large Language Model Confidence Estimation via Black-Box Access
   2024/06/01 by Tejaswini Pedapati, Pedapati, Tejaswini, Amit Dhurandhar +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
10. MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning
    2023/01/30 by Alexandre Evfimievski, Killamsetty, Krishnateja, Tejaswini Pedapati +8 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
11. From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
    2024/02/02 by Bharat Runwal, Tejaswini Pedapati, Runwal, Bharat +3 · 2 citations
    Engineering · #Semiconductor materials and devices #Advancements in Semiconductor Devices and Circuit Design
12. TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
    2024/06/28 by Aamod Khatiwada, Harsha Kokel, Khatiwada, Aamod +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
13. Foresight: Rapid Data Exploration Through Guideposts
    2017/09/29 by Çağatay Demiralp, Demiralp, Çağatay, Peter J. Haas +5 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
14. LongFuncEval: Measuring the effectiveness of long context models for function calling
    2025/04/30 by Kiran Kate, Tejaswini Pedapati, Kate, Kiran +13 · 4 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Natural Language Processing Techniques #Personal Information Management and User Behavior #Software Engineering (cs.SE) #Topic Modeling
15. Large Language Models can be Strong Self-Detoxifiers
    2024/10/04 by Ching-Yun Ko, Ko, Ching-Yun, Pin‐Yu Chen +15 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
16. Modular Prompt Learning Improves Vision-Language Models
    2025/02/19 by Zhenhan Huang, Tejaswini Pedapati, Huang, Zhenhan +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
17. STAR: Spectral Truncation and Rescale for Model Merging
    2025/02/14 by Yu-Ang Lee, Ching-Yun Ko, Lee, Yu-Ang +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management