Balakrishnan Narayanaswamy
8 papers · 2013–2023 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Core Methods
(2)
Generation
(2)
Learning Types
(2)
Optimization
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Methods Β· Reinforcement Learning
(1)
Methods Β· Data Science & Analytics
(1)
Keywords
intent detection
(2)
stochastic gradient descent
(2)
robust estimation
(2)
online learning
(2)
attention mechanism
(1)
natural language generation
(1)
response generation
(1)
multi-label classification
(1)
task-oriented dialogue
(1)
distribution shift
(1)
false positive rate
(1)
offline learning
(1)
contextual bandit
(1)
gaussian distribution
(1)
inverse probability weighting
(1)
heavy-tailed distribution
(1)
online estimation
(1)
non-stationary learning
(1)
dialogue system
(1)
slot filling
(1)
Papers
Online Heavy-tailed Change-point detection
UAI 2023
Online robust non-stationary estimation
NeurIPS 2023
FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers
ICML 2022
Recursive Template-based Frame Generation for Task Oriented Dialog
ACL 2020
Imitation-Regularized Offline Learning
AISTATS 2019
Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog
NAACL 2019
What we need to learn if we want to do and not just talk
NAACL 2018
Natural Language Query Refinement for Problem Resolution from Crowd-Sourced Semi-Structured Data
IJCNLP 2013