Prof. Andrew Ilyas — Research Profile
Carnegie Mellon University · Electrical and Computer Engineering
About
Prof. Andrew Ilyas at Carnegie Mellon University Electrical and Computer Engineering lists Machine learning, Statistical tools, Training data, Trustworthy AI as their registered research area.
Research keywords
Recent papers
- High-Value Training Data from Noisy, Diverse SourcesNewPreprintarXiv (Cornell University) · Oct 21
- Data Attribution via Sketched MetadifferentiationPreprintarXiv (Cornell University) · Sep 14
- Corrupt Plans, Clean Traces: Evading Chain-of-Thought Monitoring with Plan InjectionPreprintarXiv (Cornell University) · Sep 14
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Sanmi Koyejo 교수 연구실
Stanford University · Computer Science
Verbalizing Subliminal Learning Effects Using Text OptimizationPreprintarXiv (Cornell University) · Sep 15Shared topic: Adversarial Robustness in Machine Learning
Sergey Levine 교수 연구실
University of California, Berkeley · Electrical Engineering and Computer Sciences
Measuring Empowerment from Offline Data for Intrinsically Motivated ExplorationNewPreprintarXiv (Cornell University) · Oct 17Shared topic: Reinforcement Learning in Robotics
Text Information Management and Analysis Research (TIMAN)
University of Illinois Urbana-Champaign · Computer Science
Sparse Autoencoders Are a Shared Coordinate System for Symbolic MatchingNewPreprintarXiv (Cornell University) · Oct 14Shared topic: Explainable Artificial Intelligence (XAI)
Other labs in this department
- Akshitha Sriraman 교수 연구실
Computer systems, Computer architecture, Data center computing, Microservices and serverless
- Andrea Zanette 교수 연구실
Reinforcement learning, Exploration, Function approximation, Offline learning
- Anthony Rowe 교수 연구실
Cyber-physical systems, Embedded sensing systems, Distributed systems, Mixed reality
- Aswin Sankaranarayanan 교수 연구실
Computational imaging, Compressed sensing, Computer vision, Signal processing
- Brandon Lucia 교수 연구실
Computer architecture, Intermittent computing, Energy-harvesting devices, Edge computing
- Bryan Parno 교수 연구실
Secure systems, Formal software verification, Applied cryptography, Usable security