Roy Frostig
13 papers · 2013–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(32)
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π
Trend Setter
ποΈ
Keyword Collector
(60)
π
Century Club
(13)
β
The Questioner
Conferences
ICML (4)
NIPS (3)
COLT (2)
JMLR (2)
CORL (1)
EMNLP (1)
Top co-authors
Keywords
empirical risk minimization
(2)
linear regression
(2)
convex optimization
(2)
learning theory
(2)
multiclass classification
(2)
benchmark evaluation
(2)
neural network training
(1)
logistic regression
(1)
feature learning
(1)
structured prediction
(1)
statistical convergence
(1)
statistical learning theory
(1)
parameter estimation
(1)
hyperparameter optimization
(1)
principal component analysis
(1)
randomized rounding
(1)
ridge regression
(1)
knowledge distillation
(1)
attention mechanism
(1)
imitation learning
(1)
Papers
Learning from many trajectories
JMLR 2024
Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation
CORL 2022
Efficient and Modular Implicit Differentiation
NIPS 2022
The advantages of multiple classes for reducing overfitting from test set reuse
ICML 2019
Open Problem: How fast can a multiclass test set be overfit?
COLT 2019
Measuring the Effects of Data Parallelism on Neural Network Training
JMLR 2019
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity
NIPS 2016
Principal Component Projection Without Principal Component Analysis
ICML 2016
Estimation from Indirect Supervision with Linear Moments
ICML 2016
Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization
ICML 2015
Competing with the Empirical Risk Minimizer in a Single Pass
COLT 2015
Simple MAP Inference via Low-Rank Relaxations
NIPS 2014
Semantic Parsing on Freebase from Question-Answer Pairs
EMNLP 2013