Search All 2022 Events
 

Results

<<   <   Page 1 of 2   >   >>
Poster
Thu 9:00 Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
Kushal Tirumala · Aram Markosyan · Luke Zettlemoyer · Armen Aghajanyan
Poster
Thu 9:00 Emergent Communication: Generalization and Overfitting in Lewis Games
Mathieu Rita · Corentin Tallec · Paul Michel · Jean-Bastien Grill · Olivier Pietquin · Emmanuel Dupoux · Florian Strub
Poster
Wed 9:00 On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
Peizhong Ju · Xiaojun Lin · Ness Shroff
Poster
Thu 9:00 Benign Overfitting in Two-layer Convolutional Neural Networks
Yuan Cao · Zixiang Chen · Misha Belkin · Quanquan Gu
Poster
Tue 14:00 Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou
Poster
Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation
Yixiong Zou · Shanghang Zhang · Yuhua Li · Ruixuan Li
Poster
Thu 14:00 NeuForm: Adaptive Overfitting for Neural Shape Editing
Connor Lin · Niloy Mitra · Gordon Wetzstein · Leonidas Guibas · Paul Guerrero
Poster
Thu 9:00 Learning sparse features can lead to overfitting in neural networks
Leonardo Petrini · Francesco Cagnetta · Eric Vanden-Eijnden · Matthieu Wyart
Poster
Thu 14:00 WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
Youngin Cho · Daejin Kim · DONGMIN KIM · MOHAMMAD AZAM KHAN · Jaegul Choo
Poster
Tue 14:00 What You See is What You Get: Principled Deep Learning via Distributional Generalization
Bogdan Kulynych · Yao-Yuan Yang · Yaodong Yu · Jarosław Błasiok · Preetum Nakkiran
Poster
Wed 9:00 Make Some Noise: Reliable and Efficient Single-Step Adversarial Training
Pau de Jorge Aranda · Adel Bibi · Riccardo Volpi · Amartya Sanyal · Philip Torr · Gregory Rogez · Puneet Dokania
Poster
Thu 14:00 Benign, Tempered, or Catastrophic: Toward a Refined Taxonomy of Overfitting
Neil Mallinar · James Simon · Amirhesam Abedsoltan · Parthe Pandit · Misha Belkin · Preetum Nakkiran