NeurIPS 2020 Workshop DL-IG Submissions

Natural Reweighted Wake-Sleep
Csongor Huba Varady, Riccardo Volpi, Luigi Malago, Nihat Ay
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Implicit Regularization via Neural Feature Alignment
Aristide Baratin, Thomas George, César Laurent, R Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Likelihood Ratio Exponential Families
Rob Brekelmans, Frank Nielsen, Alireza Makhzani, Aram Galstyan, Greg Ver Steeg
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Sniper GMMs: Structured Gaussian mixtures poison ML on large n small p data with high efficacy
Anonymous
- 19 Oct 2020 (modified: 05 May 2023)
- Submitted to NeurIPSW 2020: DL-IG
- Readers: Everyone
Annealed Importance Sampling with q-Paths
Rob Brekelmans, Vaden Masrani, Thang D Bui, Frank Wood, Aram Galstyan, Greg Ver Steeg, Frank Nielsen
- Published: 07 Nov 2020, Last Modified: 16 Mar 2025
- NeurIPSW 2020: DL-IG Oral
- Readers: Everyone
Noisy Neural Network Compression for Analog Storage Devices
Berivan Isik, Kristy Choi, Xin Zheng, H.-S. Philip Wong, Stefano Ermon, Tsachy Weissman, Armin Alaghi
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Estimating Total Correlation with Mutual Information Bounds
Pengyu Cheng, Weituo Hao, Lawrence Carin
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
An Information-Geometric Distance on the Space of Tasks
Yansong Gao, Pratik Anil Chaudhari
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Oral
- Readers: Everyone
Deep Learning Generalization and the Convex Hull of Training Sets
Roozbeh Yousefzadeh
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Comparing Fisher Information Regularization with Distillation for DNN Quantization
Prad Kadambi, Karthikeyan Natesan Ramamurthy, Visar Berisha
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Revisiting "Qualitatively Characterizing Neural Network Optimization Problems"
Jonathan Frankle
- Published: 07 Nov 2020, Last Modified: 16 Mar 2025
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Visualizing High-Dimensional Trajectories on the Loss-Landscape of ANNs
Stefan Horoi, Jessie Huang, Guy Wolf, Smita Krishnaswamy
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
AdaBelief Optimizer: Adapting Stepsizes by theBelief in Observed Gradients
Juntang Zhuang, tommy tang, sekhar tatikonda, Nicha C Dvornek, Yifan Ding, Xenophon Papademetris, James s Duncan
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
From em-Projections to Variational Auto-Encoder
Tian Han, Jun Zhang, Ying Nian Wu
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Oral
- Readers: Everyone
Sparsifying networks by traversing Geodesics
Guruprasad Raghavan, Matt Thomson
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
A Deep Architecture for Log-Linear Models
Simon Luo, Sally Cripps, Mahito Sugiyama
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Generalisation and the Geometry of Class Separability
Dominic Belcher, Adam Prugel-Bennett, Srinandan Dasmahapatra
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Learning Joint Intensity in a Multivariate Poisson Process on Statistical Manifolds
Simon Luo, Feng Zhou, Lamiae Azizi, Mahito Sugiyama
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
Local Linear Approximation Algorithm for Neural Network
Anonymous
- 19 Oct 2020 (modified: 05 May 2023)
- Submitted to NeurIPSW 2020: DL-IG
- Readers: Everyone
The Volume of Non-Restricted Boltzmann Machines and Their Double Descent Model Complexity
Prasad Cheema, Mahito Sugiyama
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Oral
- Readers: Everyone
Sample Space Truncation on Boltzmann Machines
Mahito Sugiyama, Koji Tsuda, Hiroyuki Nakahara
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
DIME: An Information-Theoretic Difficulty Measure for AI Datasets
Peiliang Zhang, Huan Wang, Nikhil Naik, Caiming Xiong, richard socher
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone