Deep Learning Foundations by Soheil Feizi
NSF Award Search: Award # 1942230 - CAREER: Information ...
Pope, Phillip and Balaji, Yogesh and Feizi, Soheil ... "Salient ImageNet: How to discover spurious features in Deep Learning" International Conference on Learning ...
Soheil Feizi | IEEE Xplore Author Details
He received an NSF CAREER award in 2020 and a Simons-Berkeley Research Fellowship on deep learning foundations in 2019. He is the recipient of several other ...
Lecture 13 - Deep Learning Foundations by Soheil Feizi - YouTube
Course Webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/
CMSC 828W: Foundations of Deep Learning taught by Soheil Feizi CMSC 756: Robotics taught by Dinesh Manocha TA for CMSC320: Introduction to Data Science ...
Soheil Feizi - Self-Supervised Learning (Part II) - YouTube
Lecture 22 - Deep Learning Foundations by Soheil Feizi : Self-Supervised Learning (Part II). 1.5K views · 3 years ago ...more ...
Foundations of Deep Learning - Simons Institute
Foundations of Deep Learning. Thursday, May 23 – Friday, Aug. 9 ... Soheil Feizi (University of Maryland, College Park). Surbhi Goel ...
Soheil Feizi - Google Scholar
University of Maryland, College Park - Cited by 13034 - Machine Learning - Artificial Intelligence
Lecture 6 - Deep Learning Foundations - YouTube
Soheil Feizi•719 views · 1:27:52 · Go to channel · Deep Learning Foundations by Soheil Feizi : Large Language Models, Part II. Soheil Feizi•2.1K ...
Soheil Feizi - Simons Institute
Soheil Feizi is an assistant professor in the Computer Science Department at ... Program Visits. Foundations of Deep Learning, Summer 2019, Research Fellow.
Soheil Feizi - Deep Learning Foundations - YouTube
Course Webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/
CSE 599 D1 Theoretical Deep Learning - Simon Shaolei Du
Related Courses. Sanjeev Aora: Theoretical Deep Learning Soheil Feizi: Foundations of Deep Learning Matus Telgarsky: Deep Learning Theory Konstantinos ...
Foundations of Deep Learning- Soheil Feizi_哔哩哔哩 - Bilibili
Foundations of Deep Learning- Soheil Feizi共计26条视频，包括：1 - - review of basic DL models and optimization solvers、2 - - the role of over ...
Spurious or Causal? Studying Failure Modes of Deep Learning and ...
... deep learning and outline a roadmap towards developing trustworthy learning paradigms. Bio: Soheil Feizi is an assistant professor in the ...
Deep Learning Foundations by Soheil Feizi - Lecture 23 - YouTube
Course Webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/
GitHub - shantanu-ai/deep-learning-resources
Deep learning / Computer vision / Medical imaging / NLP courses ; Soheil Feizi (UMD), Foundations of Deep Learning · CMSC 828W ; Yann LeCun, Alfredo Canziani (NYU) ...
Deep Learning: Mathematical Foundations and Applications to ...
Soheil Feizi Farzan Farnia Tony Ginart David Tse. Generative Adversarial Networks (GANs) have become a popular method to learn a probability model from data.
Soheil Feizi, and working on the intersection of Machine Learning and Security. ... Foundations to Deep Learning); Joined the MC2 lab (under Prof. Tudor ...
Benchmarking Deep Learning Interpretability in Time Series ...
[13] Alexander Levine, Sahil Singla, and Soheil Feizi. Certifiably robust interpretation in deep learning. arXiv preprint arXiv:1905.12105, 2019. [14] Sara ...
TFAI Reading group (Past meetings) - Professur für Theoretical ...
... Soheil Feizi & Tom Goldstein: Are adversarial examples inevitable?, Jeremy ... deep learning'. Even tho not in the same timeslot you are invated to ...
Adversarial Machine Learning: A Taxonomy and Terminology of ...
[172] Alexander Levine and Soheil Feizi. Deep partition aggregation: Provable defenses against general poisoning attacks. In 9th ...