Mohammad Mahmoody
10 papers · 2018–2022 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π Keyword Champion (7)
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Century Club Β· Bronze
β
The Questioner
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(10)
Learning Types Β· Machine Learning
(10)
Optimization & Theory
(8)
Artificial Intelligence
(3)
Core AI
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Techniques
(1)
Keywords
poisoning attack
(7)
adversarial learning
(4)
learning theory
(3)
adversarial attack
(3)
adversarial robustness
(3)
evasion attack
(2)
data poisoning
(2)
vc dimension
(1)
robust learning
(1)
hypothesis class
(1)
polynomial time
(1)
adversarial perturbation
(1)
concentration bound
(1)
adversarial example
(1)
classifier robustness
(1)
pac learnability
(1)
concentration measure
(1)
concentration of measure
(1)
computational hardness
(1)
multi-party learning
(1)
Papers
On Optimal Learning Under Targeted Data Poisoning
NeurIPS 2022
Overparameterization from Computational Constraints
NeurIPS 2022
A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks
NeurIPS 2021
Learning and certification under instance-targeted poisoning
UAI 2021
Can Adversarially Robust Learning LeverageComputational Hardness?
ALT 2019
Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness
NeurIPS 2019
The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure
AAAI 2019
Universal Multi-Party Poisoning Attacks
ICML 2019
Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution
NeurIPS 2018
Learning under p-Tampering Attacks
ALT 2018