Siddharth Bhatia
5 papers · 2020–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
NIPS (2)
Top co-authors
Keywords
anomaly detection
(2)
online learning
(1)
probabilistic modeling
(1)
matrix factorization
(1)
data augmentation
(1)
tensor decomposition
(1)
message passing
(1)
time series forecasting
(1)
fraud detection
(1)
data stream
(1)
node classification
(1)
generative adversarial network
(1)
seasonal pattern
(1)
graph mining
(1)
extreme value theory
(1)
online detection
(1)
edge prediction
(1)
sample generation
(1)
regime detection
(1)
temporal graph network
(1)
Papers
Adaptive Data Augmentation on Temporal Graphs
NIPS 2021
SSMF: Shifting Seasonal Matrix Factorization
NIPS 2021
AugSplicing: Synchronized Behavior Detection in Streaming Tensors
AAAI 2021
ExGAN: Adversarial Generation of Extreme Samples
AAAI 2021
Midas: Microcluster-Based Detector of Anomalies in Edge Streams
AAAI 2020