Ramamurthy, Karthikeyan Natesan

32 publications

NeurIPS 2025 Fair Continuous Resource Allocation with Equality of Impact Blossom Metevier, Dennis Wei, Karthikeyan Natesan Ramamurthy, Philip S. Thomas

NeurIPS 2025 Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods Dennis Wei, Inkit Padhi, Soumya Ghosh, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy, Maria Chang

ICLR 2025 Programming Refusal with Conditional Activation Steering Bruce W. Lee, Inkit Padhi, Karthikeyan Natesan Ramamurthy, Erik Miehling, Pierre Dognin, Manish Nagireddy, Amit Dhurandhar

TMLR 2024 Active Sequential Two-Sample Testing Weizhi Li, Prad Kadambi, Pouria Saidi, Karthikeyan Natesan Ramamurthy, Gautam Dasarathy, Visar Berisha

NeurIPSW 2024 Evaluating the Prompt Steerability of Large Language Models Erik Miehling, Michael Desmond, Karthikeyan Natesan Ramamurthy, Elizabeth M. Daly, Pierre Dognin, Jesus Rios, Djallel Bouneffouf, Miao Liu

NeurIPSW 2024 Protecting Users from Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents Ivoline C. Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy

NeurIPSW 2024 SocialStigmaQA Spanish and Japanese - Towards Multicultural Adaptation of Social Bias Benchmarks Clara Higuera Cabañes, Ryo Iwaki, Beñat San Sebastian, Rosario Uceda Sosa, Manish Nagireddy, Hiroshi Kanayama, Mikio Takeuchi, Gakuto Kurata, Karthikeyan Natesan Ramamurthy

MLOSS 2024 TopoX: A Suite of Python Packages for Machine Learning on Topological Domains Mustafa Hajij, Mathilde Papillon, Florian Frantzen, Jens Agerberg, Ibrahem AlJabea, Rubén Ballester, Claudio Battiloro, Guillermo Bernárdez, Tolga Birdal, Aiden Brent, Peter Chin, Sergio Escalera, Simone Fiorellino, Odin Hoff Gardaa, Gurusankar Gopalakrishnan, Devendra Govil, Josef Hoppe, Maneel Reddy Karri, Jude Khouja, Manuel Lecha, Neal Livesay, Jan Meißner, Soham Mukherjee, Alexander Nikitin, Theodore Papamarkou, Jaro Prílepok, Karthikeyan Natesan Ramamurthy, Paul Rosen, Aldo Guzmán-Sáenz, Alessandro Salatiello, Shreyas N. Samaga, Simone Scardapane, Michael T. Schaub, Luca Scofano, Indro Spinelli, Lev Telyatnikov, Quang Truong, Robin Walters, Maosheng Yang, Olga Zaghen, Ghada Zamzmi, Ali Zia, Nina Miolane

NeurIPSW 2024 Value Alignment from Unstructured Text Inkit Padhi, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Manish Nagireddy, Pierre Dognin, Kush R. Varshney

NeurIPS 2023 Cookie Consent Has Disparate Impact on Estimation Accuracy Erik Miehling, Rahul Nair, Elizabeth Daly, Karthikeyan Natesan Ramamurthy, Robert Redmond

AAAI 2023 Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das

NeurIPS 2023 Locally Invariant Explanations: Towards Stable and Unidirectional Explanations Through Local Invariant Learning Amit Dhurandhar, Karthikeyan Natesan Ramamurthy, Kartik Ahuja, Vijay Arya

NeurIPS 2023 The Impact of Positional Encoding on Length Generalization in Transformers Amirhossein Kazemnejad, Inkit Padhi, Karthikeyan Natesan Ramamurthy, Payel Das, Siva Reddy

UAI 2022 A Label Efficient Two-Sample Test Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha

ICLRW 2022 High Skip Networks: A Higher Order Generalization of Skip Connections Mustafa Hajij, Karthikeyan Natesan Ramamurthy, Aldo Guzmán-Sáenz, Ghada Za

NeurIPS 2022 Is This the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations Amit Dhurandhar, Karthikeyan Natesan Ramamurthy, Karthikeyan Shanmugam

JMLR 2021 Optimized Score Transformation for Consistent Fair Classification Dennis Wei, Karthikeyan Natesan Ramamurthy, Flavio P. Calmon

AAAI 2020 A Natural Language Processing System for Extracting Evidence of Drug Repurposing from Scientific Publications Shivashankar Subramanian, Ioana Baldini, Sushma Ravichandran, Dmitriy A. Katz-Rogozhnikov, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Kush R. Varshney, Annmarie Wang, Pradeep Mangalath, Laura B. Kleiman

ICLR 2020 Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness Pu Zhao, Pin-Yu Chen, Payel Das, Karthikeyan Natesan Ramamurthy, Xue Lin

NeurIPSW 2020 Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology Metrics Yair Schiff, Payel Das, Vijil Chenthamarakshan, Karthikeyan Natesan Ramamurthy

NeurIPSW 2020 Comparing Fisher Information Regularization with Distillation for DNN Quantization Prad Kadambi, Karthikeyan Natesan Ramamurthy, Visar Berisha

AAAI 2020 Crowd Counting with Decomposed Uncertainty Min-hwan Oh, Peder A. Olsen, Karthikeyan Natesan Ramamurthy

NeurIPS 2020 Finding the Homology of Decision Boundaries with Active Learning Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha

NeurIPS 2020 Model Agnostic Multilevel Explanations Karthikeyan Natesan Ramamurthy, Bhanukiran Vinzamuri, Yunfeng Zhang, Amit Dhurandhar

AISTATS 2020 Optimized Score Transformation for Fair Classification Dennis Wei, Karthikeyan Natesan Ramamurthy, Flavio Calmon

CVPRW 2020 PI-Net: A Deep Learning Approach to Extract Topological Persistence Images Anirudh Som, Hongjun Choi, Karthikeyan Natesan Ramamurthy, Matthew P. Buman, Pavan K. Turaga

ICML 2019 Topological Data Analysis of Decision Boundaries with Application to Model Selection Karthikeyan Natesan Ramamurthy, Kush Varshney, Krishnan Mody

ICCVW 2017 Distributed Bundle Adjustment Karthikeyan Natesan Ramamurthy, Chung-Ching Lin, Aleksandr Y. Aravkin, Sharath Pankanti, Raphael Viguier

ICCVW 2017 Learning Robust Representations for Computer Vision Peng Zheng, Aleksandr Y. Aravkin, Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy

NeurIPS 2017 Optimized Pre-Processing for Discrimination Prevention Flavio Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush R Varshney

CVPRW 2016 A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams Rushil Anirudh, Vinay Venkataraman, Karthikeyan Natesan Ramamurthy, Pavan K. Turaga

CVPR 2015 Adaptive As-Natural-as-Possible Image Stitching Chung-Ching Lin, Sharathchandra U. Pankanti, Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin