Ramamurthy, Karthikeyan Natesan
- The Impact of Positional Encoding on Length Generalization in Transformers
2023/05/31 by Amirhossein Kazemnejad, Inkit Padhi, Kazemnejad, Amirhossein +7 · 4 voices · 40 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and\n Mitigating Unwanted Algorithmic Bias
2018/10/03 by Rachel Bellamy, Kuntal Dey, Bellamy, Rachel K. E. +35 · 30 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Programming Refusal with Conditional Activation Steering
2024/09/06 by Bruce W. Lee, Lee, Bruce W., Inkit Padhi +11 · 32 citations
Computer Science · #Software Reliability and Analysis Research #Logic, programming, and type systems #Distributed systems and fault tolerance
- Bias Mitigation Post-processing for Individual and Group Fairness
2018/12/14 by Pranay Lohia, Lohia, Pranay K., Karthikeyan Natesan Ramamurthy +9 · 7 citations
Social Sciences · Neuroscience · Business, Management and Accounting · #Ethics and Social Impacts of AI #Psychology of Moral and Emotional Judgment #Regulation and Compliance Studies
- Topological Deep Learning: Going Beyond Graph Data
2022/06/01 by Mustafa Hajij, Hajij, Mustafa, Ghada Zamzmi +25 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Algebraic Topology (math.AT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis
- Position: Topological Deep Learning is the New Frontier for Relational Learning
2024/02/14 by Theodore Papamarkou, Tolga Birdal, Papamarkou, Theodore +41 · 16 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
- Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness
2020/04/30 by Pu Zhao, Zhao, Pu, Pin‐Yu Chen +7 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Persistent Homology of Attractors For Action Recognition
2016/03/16 by Venkataraman, Vinay, Ramamurthy, Karthikeyan Natesan, Turaga, Pavan · 2 citations
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TED: Teaching AI to Explain its Decisions
2018/11/12 by Michael Hind, Hind, Michael, Dennis Wei +13 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- PI-Net: A Deep Learning Approach to Extract Topological Persistence\n Images
2019/06/04 by Anirudh Som, Hongjun Choi, Som, Anirudh +7 · 2 citations
Computer Science · #Algebraic Topology (math.AT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Optimized Score Transformation for Consistent Fair Classification
2019/05/31 by Wei, Dennis, Ramamurthy, Karthikeyan Natesan, Calmon, Flavio du Pin · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
2025/02/22 by Ngong, Ivoline, Kadhe, Swanand, Wang, Hao +4 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Agentic AI Needs a Systems Theory
2025/02/28 by Miehling, Erik, Ramamurthy, Karthikeyan Natesan, Varshney, Kush R. +11 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Evaluating the Prompt Steerability of Large Language Models
2024/11/19 by Erik Miehling, Miehling, Erik, Michael Desmond +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
2024/02/04 by Hajij, Mustafa, Papillon, Mathilde, Frantzen, Florian +40 · 3 citations
#Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS)
- Simultaneous Parameter Learning and Bi-Clustering for Multi-Response Models
2018/04/29 by Yu, Ming, Ramamurthy, Karthikeyan Natesan, Thompson, Addie +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Crowd Counting with Decomposed Uncertainty
2019/03/15 by Oh, Min-hwan, Olsen, Peder A., Ramamurthy, Karthikeyan Natesan · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations
2024/03/08 by Swapnaja Achintalwar, Ioana Baldini, Achintalwar, Swapnaja +35 · 2 citations
Computer Science · #Topic Modeling
- Multi-Level Explanations for Generative Language Models
2024/03/21 by Paes, Lucas Monteiro, Wei, Dennis, Do, Hyo Jin +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology Metrics
2020/10/18 by Schiff, Yair, Chenthamarakshan, Vijil, Ramamurthy, Karthikeyan Natesan +1 · 1 citation
#Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Your fairness may vary: Pretrained language model fairness in toxic text classification
2021/08/03 by Ioana Baldini, Dennis Wei, Baldini, Ioana +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- Ground-Truth, Whose Truth? -- Examining the Challenges with Annotating Toxic Text Datasets
2021/12/07 by Arhin, Kofi, Baldini, Ioana, Wei, Dennis +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Ranking Large Language Models without Ground Truth
2024/02/21 by Amit Dhurandhar, Dhurandhar, Amit, Rahul Nair +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning
2016/11/22 by Jayaraman J. Thiagarajan, Bhavya Kailkhura, Thiagarajan, Jayaraman J. +5 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Advanced Neural Network Applications
- Reasoning about concepts with LLMs: Inconsistencies abound
2024/05/30 by Uceda-Sosa, Rosario, Ramamurthy, Karthikeyan Natesan, Chang, Maria +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences