Ara Vartanian
5 papers · 2016–2023 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
training-time attack
(2)
adversarial learning
(1)
data poisoning
(1)
vc dimension
(1)
nearest neighbor
(1)
agnostic learning
(1)
linear regression
(1)
query complexity
(1)
hypothesis class
(1)
adversarial attack
(1)
k-nearest neighbor
(1)
poisoning attack
(1)
human annotation
(1)
gradient-based attack
(1)
batch teaching
(1)
preference-based teaching
(1)
teaching complexity
(1)
oracle learning
(1)
data manipulation
(1)
sequential teaching
(1)
Papers
Training-Time Attacks against K-nearest Neighbors
AAAI 2023
Attacking Data Transforming Learners at Training Time
AAAI 2019
Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models
NeurIPS 2019
Active Learning with Oracle Epiphany
NeurIPS 2016
Stochastic Multiresolution Persistent Homology Kernel
IJCAI 2016