Salil S. Kanhere
4 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Data Science & Analytics
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
adversarial learning
(1)
trajectory prediction
(1)
constrained optimization
(1)
feature space
(1)
monotonic transformations
(1)
variance estimation
(1)
probability calibration
(1)
multiple choice learning
(1)
malware detection
(1)
latent variable model
(1)
sequence model
(1)
bayesian neural network
(1)
graph convolutional network
(1)
mixture density network
(1)
post-hoc calibration
(1)
multimodal output distribution
(1)
neural network
(1)
spatial-temporal graph
(1)
multiple hypothesis dropout
(1)
winner-take-all loss
(1)
Papers
Instance-Wise Monotonic Calibration by Constrained Transformation
UAI 2025
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions
AAAI 2024
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness
AAAI 2023
STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
IJCAI 2019