The Thesis Review Podcast
1) [48] Tianqi Chen - Scalable and Intelligent Learning Systems
Tianqi Chen is an Assistant Professor in the Machine Learning Department and Computer Science Department at Carnegie Mellon University and the Chief Technologist of OctoML. His research focuses on the...Show More
2) [47] Niloofar Mireshghallah - Auditing and Mitigating Safety Risks in Large Language Models
Niloofar Mireshghallah is a postdoctoral scholar at the University of Washington. Her research focuses on privacy, natural language processing, and the societal implications of machine learning. Niloo...Show More
[47] Niloofar Mireshghallah - Auditing and Mitigating Safety Risks in Large Language Models
1:17:06 | Oct 15th, 2024
3) [46] Yulia Tsvetkov - Linguistic Knowledge in Data-Driven NLP
Yulia Tsvetkov is a Professor in the Allen School of Computer Science & Engineering at the University of Washington. Her research focuses on multilingual NLP, NLP for social good, and language generat...Show More
4) [45] Luke Zettlemoyer - Learning to Map Sentences to Logical Form
Luke Zettlemoyer is a Professor at the University of Washington and Research Scientist at Meta. His work spans machine learning and NLP, including foundational work in large-scale self-supervised pret...Show More
5) [44] Hady Elsahar - NLG from Structured Knowledge Bases (& Controlling LMs)
Hady Elsahar is a Research Scientist at Naver Labs Europe. His research focuses on Neural Language Generation under constrained and controlled conditions. Hady's PhD was on interactions between Natur...Show More
[44] Hady Elsahar - NLG from Structured Knowledge Bases (& Controlling LMs)
1:05:56 | Aug 23rd, 2022
6) [43] Swarat Chaudhuri - Logics and Algorithms for Software Model Checking
Swarat Chaudhuri is an Associate Professor at the University of Texas. His lab studies problems at the interface of programming languages, logic and formal methods, and machine learning. Swarat's PhD...Show More
[43] Swarat Chaudhuri - Logics and Algorithms for Software Model Checking
1:06:18 | Jun 28th, 2022
7) [42] Charles Sutton - Efficient Training Methods for Conditional Random Fields
Charles Sutton is a Research Scientist at Google Brain and an Associate Professor at the University of Edinburgh. His research focuses on deep learning for generating code and helping people write bet...Show More
[42] Charles Sutton - Efficient Training Methods for Conditional Random Fields
1:18:01 | Apr 19th, 2022
8) [41] Talia Ringer - Proof Repair
Talia Ringer is an Assistant Professor with the Programming Languages, Formal Methods, and Software Engineering group at University of Illinois Urbana-Champaign. Her research focuses on formal verific...Show More
9) [40] Lisa Lee - Learning Embodied Agents with Scalably-Supervised RL
Lisa Lee is a Research Scientist at Google Brain. Her research focuses on building AI agents that can learn and adapt like humans and animals do. Lisa's PhD thesis is titled "Learning Embodied Agent...Show More
10) [39] Burr Settles - Curious Machines: Active Learning with Structured Instances
Burr Settles leads the research group at Duolingo, a language-learning website and mobile app whose mission is to make language education free and accessible to everyone. Burr’s PhD thesis is titled ...Show More
[39] Burr Settles - Curious Machines: Active Learning with Structured Instances
1:06:33 | Feb 2nd, 2022