Anoop Korattikara
7 papers · 2011–2020 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (18)
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Keyword Pioneer
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Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(4)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
bayesian inference
(2)
convolutional neural network
(2)
stochastic gradient
(1)
reinforcement learning
(1)
image segmentation
(1)
transfer learning
(1)
l1 regularization
(1)
markov chain monte carlo
(1)
logistic regression
(1)
object detection
(1)
multi-label classification
(1)
model architecture
(1)
posterior sampling
(1)
inverse reinforcement learning
(1)
language grounding
(1)
feature extraction
(1)
learning theory
(1)
hypothesis testing
(1)
statistical testing
(1)
stochastic optimization
(1)
Papers
Measuring the Reliability of Reinforcement Learning Algorithms
ICLR 2020
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
ICLR 2019
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
CVPR 2017
Im2Calories: Towards an Automated Mobile Vision Food Diary
ICCV 2015
Approximate Slice Sampling for Bayesian Posterior Inference
AISTATS 2014
Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget
ICML 2014
Statistical Tests for Optimization Efficiency
NeurIPS 2011