Lokesh Nagalapatti
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
7
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Tab-Shapley: Identifying Top-k Tabular Data Quality Insights. | Manisha Padala, Lokesh Nagalapatti, Atharv Tyagi, Ramasuri Narayanam, Shiv Kumar Saini |
| 2025 | ICLR | From Search to Sampling: Generative Models for Robust Algorithmic Recourse. | Prateek Garg, Lokesh Nagalapatti, Sunita Sarawagi |
| 2025 | ICLR | Robust Root Cause Diagnosis using In-Distribution Interventions. | Lokesh Nagalapatti, Ashutosh Srivastava, Sunita Sarawagi, Amit Sharma |
| 2024 | AAAI | Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing. | Lokesh Nagalapatti, Akshay Iyer, Abir De, Sunita Sarawagi |
| 2024 | ICML | PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect. | Lokesh Nagalapatti, Pranava Singhal, Avishek Ghosh, Sunita Sarawagi |
| 2024 | WACV | Gradient Coreset for Federated Learning. | Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh K. Iyer, Ganesh Ramakrishnan |
| 2022 | AAAI | Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning. | Lokesh Nagalapatti, Ruhi Sharma Mittal, Ramasuri Narayanam |
| 2021 | AAAI | Game of Gradients: Mitigating Irrelevant Clients in Federated Learning. | Lokesh Nagalapatti, Ramasuri Narayanam |
| 2021 | ICDE | Ranking Data Slices for ML Model Validation: A Shapley Value Approach. | Eitan Farchi, Ramasuri Narayanam, Lokesh Nagalapatti |
| 2021 | PAKDD | Data Augmentation for Fairness in Personal Knowledge Base Population. | Lingraj S. Vannur, Balaji Ganesan, Lokesh Nagalapatti, Hima Patel, M. N. Tippeswamy |
| 2020 | KDD | Overview and Importance of Data Quality for Machine Learning Tasks. | Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala |
| 2019 | AAAI | Outlier Aware Network Embedding for Attributed Networks. | Sambaran Bandyopadhyay, Lokesh Nagalapatti, M. Narasimha Murty |