SCS Seminar: Santosh Vempala

Event Details
  • Date/Time:
    • Friday October 19, 2018
      2:00 pm - 3:00 pm
  • Location: Marcus Nano Room 1116-1118
  • Phone:
  • URL:
  • Email:
  • Fee(s):
    N/A
  • Extras:
    Free food
Contact

Tess Malone, Communications Officer

tess.malone@cc.gatech.edu

Summaries

Summary Sentence: Title: Machines, Brains, Humans — and Other Computational Enigmas

Full Summary: No summary paragraph submitted.

Media
  • Santosh Vempala compressed Santosh Vempala compressed
    (image/jpeg)

TITLE: Machines, Brains, Humans — and Other Computational Enigmas

ABSTRACT:

Computation — well-defined sequences of state changes — is universal. In this talk, we discuss recent struggles with understanding three aspects of it: (1) How does the brain create, recall, and associate memories? (Will you remember this abstract?) (2) How to measure the complexity of human computation? (Think adding in your head or playing chess) (3) What concepts/functions can (and cannot) be provably learned by deep neural networks? (This one might be worth some $$. )They all have a common answer — I don’t know. I’ll describe some surprises, several hypotheses, and a sea of challenges.

This abstract was generated by a recurrent NN; please excuse output errors.

 

BIO:

Santosh Vempala is a Distinguished Professor of Computer Science at the Georgia Institute of Technology. Vempala attended Carnegie Mellon University, where he received his Ph.D. in 1997 under Professor Avrim Blum. In 1997, he was awarded a Miller Fellowship at Berkeley. Subsequently, he was a professor at MIT in the Mathematics Department until he moved to Georgia Tech in 2006. His main work has been in the area of theoretical computer science, with particular activity in the fields of algorithms; randomized algorithms; computational geometry; and computational learning theory, including the authorship of books on random projection and spectral methods. In 2008, he co-founded the Computing for Good (C4G) program at Georgia Tech. Vempala has received numerous awards, including a Guggenheim Fellowship and Sloan Fellowship. He was named Fellow of ACM “for contributions to algorithms for convex sets and probability distributions” in 2015.

Watch the talk.

Additional Information

In Campus Calendar
No
Groups

College of Computing, School of Computer Science

Invited Audience
Faculty/Staff, Postdoc, Public, Graduate students, Undergraduate students
Categories
Seminar/Lecture/Colloquium
Keywords
No keywords were submitted.
Status
  • Created By: Tess Malone
  • Workflow Status: Published
  • Created On: Oct 4, 2018 - 11:28pm
  • Last Updated: Nov 20, 2018 - 10:25am