Ankani Chattoraj
4 papers · 2015–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
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Venues
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Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
combinatorial optimization
(1)
causal inference
(1)
neural network pruning
(1)
algorithmic fairness
(1)
semidefinite programming
(1)
probabilistic inference
(1)
document summarization
(1)
bias detection
(1)
posterior distribution
(1)
sensory processing
(1)
graph embedding
(1)
generalization error
(1)
correlation clustering
(1)
determinantal point process
(1)
probabilistic population codes
(1)
latent variable
(1)
teacher-student framework
(1)
causal model
(1)
statistical mechanics
(1)
counterfactual fairness
(1)
Papers
Statistical mechanical analysis of neural network pruning
UAI 2021
FairyTED: A Fair Rating Predictor for TED Talk Data
AAAI 2020
A probabilistic population code based on neural samples
NeurIPS 2018
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization
NeurIPS 2015