Seminars Sorted by Series
Workshop on Theory of Deep Learning: Where Next?
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Fixing GAN optimization through competitive gradient descent
Anima Anandkumar
11:10am|Wolfensohn Hall
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD
Daniel Roy
11:50am|Wolfensohn Hall
Oct
15
2019
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Is optimization the right language to understand deep learning?
2:30pm|Wolfensohn Hall
Oct
15
2019
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
PAC-Bayesian approaches to understanding generalization in deep learning
Karolina Dziugaite Roy
4:00pm|Wolfensohn Hall
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Overcoming the Curse of Dimensionality and Mode Collapse
4:30pm|Wolfensohn Hall
Oct
15
2019
Workshop on Theory of Deep Learning: Where Next?
Are All Features Created Equal?
Aleksander Madry
5:00pm|Wolfensohn Hall
Oct
16
2019
Workshop on Theory of Deep Learning: Where Next?
Energy-based Approaches to Representation Learning
Yann LeCun
9:30am|Wolfensohn Hall
Oct
16
2019
Workshop on Theory of Deep Learning: Where Next?
On Large Deviation Principles for Large Neural Networks
10:10am|Wolfensohn Hall
Oct
16
2019
Workshop on Theory of Deep Learning: Where Next?
Neural Models for Speech and Language: Successes, Challenges, and the Relationship to Computational Models of the Brain
Michael Collins
11:10am|Wolfensohn Hall
Oct
16
2019
Workshop on Theory of Deep Learning: Where Next?
On the Connection between Neural Networks and Kernels: a Modern Perspective
Simon Du
11:50am|Wolfensohn Hall
Oct
16
2019
Workshop on Theory of Deep Learning: Where Next?
From Classical Statistics to Modern ML: the Lessons of Deep Learning
Mikhail Belkin
2:30pm|Wolfensohn Hall
Oct
16
2019
Oct
16
2019
Workshop on Theory of Deep Learning: Where Next?
Towards a theoretical foundation of neural networks
4:00pm|Wolfensohn Hall
Oct
16
2019
Oct
17
2019
Workshop on Theory of Deep Learning: Where Next?
Learning Representations Using Causal Invariance
Leon Bottou
9:30am|Wolfensohn Hall
Oct
17
2019
Workshop on Theory of Deep Learning: Where Next?
Understanding the inductive bias due to dropout
10:10am|Wolfensohn Hall
Oct
17
2019
Workshop on Theory of Deep Learning: Where Next?
Interpreting Deep Neural Networks
Bin Yu
11:10am|Wolfensohn Hall
Oct
17
2019
Workshop on Theory of Deep Learning: Where Next?
Designing Explicit Regularizers for Deep Models
Tengyu Ma
11:45am|Wolfensohn Hall
Oct
17
2019
Oct
17
2019
Workshop on Theory of Deep Learning: Where Next?
Kernel and Rich Regimes in Deep Learning
Nati Srebro
2:30pm|Wolfensohn Hall
Oct
17
2019
Oct
17
2019
Workshop on Theory of Deep Learning: Where Next?
Provably Efficient Reinforcement Learning with Linear Function Approximation
4:00pm|Wolfensohn Hall
Oct
17
2019
Oct
18
2019
Workshop on Theory of Deep Learning: Where Next?
Reinforcement Learning, Deep Learning,
and the Role of Policy Gradient Methods
Sham Kakade
9:30am|Wolfensohn Hall
Oct
18
2019
Workshop on Theory of Deep Learning: Where Next?
Machine Learning
Surya Ganguli
10:10am|Wolfensohn Hall
Oct
18
2019
Workshop on Theory of Deep Learning: Where Next?
Concentration inequalities for random matrix products
11:10am|Wolfensohn Hall
Oct
18
2019
Workshop on Theory of Deep Learning: Where Next?
Representational Power of Graph Neural Networks
Stefanie Jegelka
11:50am|Wolfensohn Hall
Oct
18
2019
Workshop on Theory of Deep Learning: Where Next?
Spotlight Talks
Zhiyuan Li, John Zarka, Stanislav Fort
12:30pm|Wolfensohn Hall
Oct
18
2019
Workshop on Theory of Deep Learning: Where Next?
Are All Features Created Equal
2:30pm|Wolfensohn Hall
Oct
18
2019
Oct
18
2019
Workshop on Thin Groups and Super Approximation
Mar
28
2016
Workshop on Thin Groups and Super Approximation
Please see schedule
Please see schedule
9:30am|S-101
Mar
29
2016
Workshop on Thin Groups and Super Approximation
Please see schedule
Please see schedule
9:30am|S-101
Mar
30
2016
Workshop on Thin Groups and Super Approximation
Please see schedule
Please see schedule
9:30am|S-101
Mar
31
2016
Workshop on Thin Groups and Super Approximation
Please see schedule
Please see schedule
9:30am|S-101
Apr
01
2016
Workshop on Thin Groups and Super Approximation
Please see schedule
Please see schedule
9:30am|S-101
Workshop on Topology: Identifying Order in Complex Systems
Feb
04
2009
Workshop on Topology: Identifying Order in Complex Systems
Homology and Data Samples
Shmuel Weinberger
2:00pm|S-101
Feb
04
2009
Workshop on Topology: Identifying Order in Complex Systems
Databases for Multiparameter Nonlinear Systems
Konstantin Mischaikow
3:30pm|S-101
Mar
04
2009
Workshop on Topology: Identifying Order in Complex Systems
TBA
Rob Ghrist
2:00pm|Rutgers Hill Center, Piscataway (Rm. 705)
Mar
04
2009
Workshop on Topology: Identifying Order in Complex Systems
Using Homology to Characterize Laboratory Fluid Flows
Mike Schatz
3:30pm|Rutgers Hill Center, Piscataway (Rm. 705)
Mar
04
2009
Workshop on Topology: Identifying Order in Complex Systems
Persistent Local Homology, Looking for Stratifications in Data
John Harer
5:00pm|Rutgers Hill Center, Piscataway (Rm. 705)
Apr
01
2009
Workshop on Topology: Identifying Order in Complex Systems
Homology Algorithms for Subsets of $R^d$
Marian Mrozek
2:00pm|S-101
Apr
01
2009
Workshop on Topology: Identifying Order in Complex Systems
Topology-Guided Sampling of Gaussian Random Fields
Tom Wanner
3:30pm|S-101
Apr
01
2009
Workshop on Topology: Identifying Order in Complex Systems
Stimulus Space Topology and Geometry from Neural Activity
Carina Curto
5:00pm|S-101
May
06
2009
Workshop on Topology: Identifying Order in Complex Systems
Smetic Topology, Topography, and Tomography
Randall Kamien
2:00pm|Rutgers Hill Center, Piscataway (Rm. 705)
May
06
2009
Workshop on Topology: Identifying Order in Complex Systems
Geometry of Data
Steve Smale
3:30pm|Rutgers Hill Center, Piscataway (Rm. 705)
May
06
2009
Workshop on Topology: Identifying Order in Complex Systems
The Stability of the Fold
Herbert Edelsbrunner
5:00pm|Rutgers Hill Center, Piscataway (Rm. 705)
Nov
04
2009
Workshop on Topology: Identifying Order in Complex Systems
Functoriality, Generalized Persistence, and Hierarchy
Gunnar Carlsson
2:00pm|S-101