Peter Chin

1. Stochastic Block Model and Community Detection in the Sparse Graphs: A spectral algorithm with optimal rate of recovery
   2015/01/20 by Peter Chin, Anup Rao, Chin, Peter +3 · 22 citations
   Computer Science · Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Limits and Structures in Graph Theory #Markov Chains and Monte Carlo Methods #Opinion Dynamics and Social Influence #Topological and Geometric Data Analysis
2. Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data
   2019/08/01 by Jacob Harer, Christopher Reale, Harer, Jacob +3 · 7 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
3. TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
   2024/02/04 by Mustafa Hajij, Hajij, Mustafa, Mathilde Papillon +83 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation (stat.CO) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS)
4. Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense
   2024/10/22 by Aditya Vikram Singh, Singh, Aditya Vikram, Ethan Rathbun +11 · 5 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection
5. ZipNN: Lossless Compression for AI Models
   2024/11/07 by Moshik Hershcovitch, Andrew W. Wood, Hershcovitch, Moshik +17 · 2 voices
   Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
6. MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
   2025/05/26 by Thang Nguyen, Peter Chin, Nguyen, Thang +2 · 8 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Semantic Web and Ontologies
7. Reward-RAG: Enhancing RAG with Reward Driven Supervision
   2024/10/03 by Nguyêñ Quôć Thǎńg, Nguyen, Thang, Peter Chin +2 · 3 citations
   Psychology · #Computation and Language (cs.CL) #Educational and Psychological Assessments #FOS: Computer and information sciences #Machine Learning (cs.LG) #Psychological Treatments and Assessments
8. Collusion Detection in Team-Based Multiplayer Games
   2022/03/10 by Laura Greige, Fernando de Mesentier Silva, Greige, Laura +9 · 1 citation
   Computer Science · Psychology · Social Sciences · #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #Digital Games and Media #FOS: Computer and information sciences #Gambling Behavior and Treatments #Machine Learning (cs.LG)
9. Revealing and Protecting Labels in Distributed Training
   2021/10/31 by Trung Dang, Dang, Trung, Om Thakkar +9 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Geophysical Methods and Applications
10. Deep Reinforcement Learning for FlipIt Security Game
    2020/02/28 by Laura Greige, Peter Chin, Greige, Laura +1 · 1 citation
    Computer Science · #Artificial Intelligence in Games