Rashtchian, Cyrus
- Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
2024/11/09 by Hailey Joren, Jianyi Zhang, Joren, Hailey +9 · 5 voices · 19 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Explainable k-Means and k-Medians Clustering
2020/02/28 by Sanjoy Dasgupta, Dasgupta, Sanjoy, Nave Frost +5 · 12 citations
Computer Science · Mathematics · #Rough Sets and Fuzzy Logic #Statistical Methods and Inference #Bayesian Modeling and Causal Inference
- Imagen 3
2024/08/13 by Imagen-Team-Google, Jason Baldridge, : +526 · 1 voice · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
- DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback
2023/11/29 by Sun, Jiao, Fu, Deqing, Hu, Yushi +8 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ExKMC: Expanding Explainable k-Means Clustering
2020/06/03 by Nave Frost, Frost, Nave, Michal Moshkovitz +3 · 6 citations
Computer Science · #Bayesian Modeling and Causal Inference #Computational Geometry (cs.CG) #Data Structures and Algorithms (cs.DS) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
2024/04/25 by Wiles, Olivia, Zhang, Chuhan, Albuquerque, Isabela +11 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Edge Estimation with Independent Set Oracles
2017/11/20 by Beame, Paul, Har-Peled, Sariel, Ramamoorthy, Sivaramakrishnan Natarajan +2 · 2 citations
#Data Structures and Algorithms (cs.DS) #F.1.1 #F.2 #FOS: Computer and information sciences
- Vector-Matrix-Vector Queries for Solving Linear Algebra, Statistics, and Graph Problems
2020/06/24 by Rashtchian, Cyrus, Woodruff, David P., Zhu, Hanlin · 2 citations
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
2024/11/01 by Zhang, Jianyi, Juan, Da-Cheng, Rashtchian, Cyrus +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Equivalence of Systematic Linear Data Structures and Matrix Rigidity
2019/10/25 by Ramamoorthy, Sivaramakrishnan Natarajan, Rashtchian, Cyrus · 1 citation
#Combinatorics (math.CO) #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics
- Unsupervised Embedding of Hierarchical Structure in Euclidean Space
2020/10/30 by Zhao, Jinyu, Hao, Yi, Rashtchian, Cyrus · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Batch Optimization for DNA Synthesis
2020/11/30 by Konstantin Makarychev, Makarychev, Konstantin, Miklós Z. Rácz +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #Algorithms and Data Compression #Combinatorics (math.CO) #DNA and Biological Computing #Data Structures and Algorithms (cs.DS) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Probability (math.PR) #Quantitative Methods (q-bio.QM)
- 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)
- Multivariate Analytic Combinatorics for Cost Constrained Channels
2021/11/11 by Lenz, Andreas, Melczer, Stephen, Rashtchian, Cyrus +1 · 1 citation
#Combinatorics (math.CO) #Computational Complexity (cs.CC) #Discrete Mathematics (cs.DM) #E.4 #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT)
- Average-Case Communication Complexity of Statistical Problems
2021/07/03 by Rashtchian, Cyrus, Woodruff, David P., Ye, Peng +1 · 1 citation
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Closer Look at Accuracy vs. Robustness
2020/03/05 by Yao-Yuan Yang, Cyrus Rashtchian, Yang, Yao-Yuan +7 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Substance or Style: What Does Your Image Embedding Know?
2023/07/10 by Cyrus Rashtchian, Charles Herrmann, Rashtchian, Cyrus +13 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling