Justin Y. Chen

1. Evaluating the World Model Implicit in a Generative Model
   2024/06/06 by Keyon Vafa, Vafa, Keyon, Justin Y. Chen +7 · 18 voices · 31 citations
   #cs.CL #cs.AI
2. Faster Fundamental Graph Algorithms via Learned Predictions
   2022/04/26 by Justin Y. Chen, Sandeep Silwal, Chen, Justin Y. +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
3. Triangle and Four Cycle Counting with Predictions in Graph Streams
   2022/03/17 by Justin Y. Chen, Talya Eden, Chen, Justin Y. +16 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
4. Improved Frequency Estimation Algorithms with and without Predictions
   2023/12/12 by Anders Aamand, Aamand, Anders, Justin Y. Chen +7 · 2 citations
   Computer Science · #Data Stream Mining Techniques #Music and Audio Processing #Time Series Analysis and Forecasting
5. Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
   2022/11/06 by Anders Aamand, Justin Y. Chen, Aamand, Anders +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)
6. Data Structures for Density Estimation
   2023/06/20 by Anders Aamand, Aamand, Anders, Alexandr Andoni +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
7. Statistical-Computational Trade-offs for Density Estimation
   2024/10/30 by Anders Aamand, Aamand, Anders, Alexandr Andoni +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