Chen, Justin Y.
- Evaluating the World Model Implicit in a Generative Model
2024/06/06 by Keyon Vafa, Justin Y. Chen, Vafa, Keyon +7 · 18 voices · 25 citations
#cs.CL #cs.AI
- Faster Fundamental Graph Algorithms via Learned Predictions
2022/04/26 by Justin Y. Chen, Chen, Justin Y., Sandeep Silwal +5 · 5 citations
Computer Science · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning and Algorithms #Optimization and Search Problems
- Triangle and Four Cycle Counting with Predictions in Graph Streams
2022/03/17 by Chen, Justin Y., Eden, Talya, Indyk, Piotr +7 · 3 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improved Frequency Estimation Algorithms with and without Predictions
2023/12/12 by Anders Aamand, Justin Y. Chen, Aamand, Anders +7 · 2 citations
Computer Science · #Data Stream Mining Techniques #Music and Audio Processing #Time Series Analysis and Forecasting
- (Optimal) Online Bipartite Matching with Degree Information
2021/10/21 by Aamand, Anders, Chen, Justin Y., Indyk, Piotr · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Streaming Algorithms for Support-Aware Histograms
2022/07/18 by Chen, Justin Y., Indyk, Piotr, Wagner, Tal · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
2022/11/06 by Anders Aamand, Aamand, Anders, Justin Y. Chen +13 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Data Structures for Density Estimation
2023/06/20 by Anders Aamand, Alexandr Andoni, Aamand, Anders +9 · 1 citation
Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistical Methods and Inference
- Statistical-Computational Trade-offs for Density Estimation
2024/10/30 by Anders Aamand, Alexandr Andoni, Aamand, Anders +11 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
- Learning-Augmented Frequent Directions
2025/03/02 by Aamand, Anders, Chen, Justin Y., Gollapudi, Siddharth +2 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)