Concepedia

Timothy Mann

TM

25

Publications

1.6K

Citations

17

H-Index

2012

Active since

Affiliations

Technion – Israel Institute of Technology(Current)

Google (United States)

University of Oxford

Google DeepMind (United Kingdom)

McGill University

Timothy Mann is an author at Technion – Israel Institute of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringMachine LearningComputer ScienceArtificial IntelligenceData ScienceRobot LearningDeep LearningUncertainty QuantificationAdversarial Machine LearningMathematical Programming

Publications per year

2012–2022

25

Publications

25

On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · arXiv (Cornell University) · 2018 · 300 citations · Full text

Mathematical Programming, Artificial Intelligence, Convolutional Neural Network +21

Deep Reinforcement Learning in Large Discrete Action Spaces

Gabriel Dulac-Arnold, Hado van Hasselt, Peter Sunehag et al. · arXiv (Cornell University) · 2015 · 265 citations · Full text

Artificial Intelligence, Natural Language Processing, Large Ai Model +15

A Dual Approach to Scalable Verification of Deep Networks

Krishnamurthy, Dvijotham, Robert Stanforth et al. · arXiv (Cornell University) · 2018 · 172 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples

Sven Gowal, Chongli Qin, Jonathan Uesato et al. · arXiv (Cornell University) · 2020 · 144 citations · Full text

Artificial Intelligence, Large Ai Model, Data Augmentation +13

Scalable Verified Training for Provably Robust Image Classification

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · 2019 · 137 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

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