Panigrahy, Rina
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1388 citations
#cs.CL #cs.AI
- Prediction strategies without loss
2010/08/22 by Michael Kapralov, Rina Panigrahy, Kapralov, Michael +1 · 5 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Universal Model Routing for Efficient LLM Inference
2025/02/12 by Wittawat Jitkrittum, Jitkrittum, Wittawat, Harikrishna Narasimhan +19 · 17 citations
Computer Science · Engineering · #Algorithms and Data Compression #Advanced Data Compression Techniques #Power Systems and Technologies
- Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles
2024/09/16 by Kulin Shah, Nishanth Dikkala, Shah, Kulin +5 · 9 citations
Computer Science · #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies #Bayesian Modeling and Causal Inference
- Alternating Updates for Efficient Transformers
2023/01/30 by Cenk Baykal, Dylan Cutler, Baykal, Cenk +9 · 4 citations
Computer Science · #Topic Modeling #Advanced Neural Network Applications #Advanced Graph Neural Networks
- Lower Bounds on Near Neighbor Search via Metric Expansion
2010/05/03 by Rina Panigrahy, Kunal Talwar, Panigrahy, Rina +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computational Geometry (cs.CG) #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #E.1 #F.2.2 #FOS: Computer and information sciences
- Recursive Sketches for Modular Deep Learning
2019/05/29 by Badih Ghazi, Rina Panigrahy, Ghazi, Badih +3 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
- Entropy based Nearest Neighbor Search in High Dimensions
2005/10/07 by Panigrahy, Rina · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Lower bounds on Locality Sensitive Hashing
2005/10/29 by Motwani, Rajeev, Naor, Assaf, Panigrahy, Rina · 1 citation
#Computational Geometry (cs.CG) #FOS: Computer and information sciences
- Better Bounds for Frequency Moments in Random-Order Streams
2008/08/16 by Andoni, Alexandr, McGregor, Andrew, Onak, Krzysztof +1 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- How does the Mind store Information?
2019/10/03 by Panigrahy, Rina · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- A Implies B: Circuit Analysis in LLMs for Propositional Logical Reasoning
2024/11/06 by Hong, Guan Zhe, Dikkala, Nishanth, Luo, Enming +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Limitations on Accurate, Trusted, Human-level Reasoning
2025/09/25 by Rina Panigrahy, Vatsal Sharan, Panigrahy, Rina +1 · 2 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CC #cs.LG
- StagFormer: Time Staggering Transformer Decoding for RunningLayers In Parallel
2025/01/26 by Dylan Cutler, Cutler, Dylan, Arun Kandoor +9 · 1 citation
Computer Science · #Neural Networks and Applications