Ara Vartanian
5 papers · 2016–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (7) π Interdisciplinary Bridge π Conference Polyglot (3)
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π
Trend Setter
π
Conference Pioneer
Conferences
AAAI (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
active learning
(1)
adversarial learning
(1)
data poisoning
(1)
vc dimension
(1)
nearest neighbor
(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)
training-time 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
Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models
NIPS 2019
Attacking Data Transforming Learners at Training Time
AAAI 2019
Active Learning with Oracle Epiphany
NIPS 2016
Stochastic Multiresolution Persistent Homology Kernel
IJCAI 2016