Siddharth Bhatia
5 papers · 2020–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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(12)
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Venues
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Research topics
Machine Learning
(5)
Core Methods
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Applications
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
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
NeurIPS 2021
AugSplicing: Synchronized Behavior Detection in Streaming Tensors
AAAI 2021
ExGAN: Adversarial Generation of Extreme Samples
AAAI 2021
SSMF: Shifting Seasonal Matrix Factorization
NeurIPS 2021
Midas: Microcluster-Based Detector of Anomalies in Edge Streams
AAAI 2020