Balakrishnan Narayanaswamy
8 papers · 2013–2023 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Conference Polyglot (7) π Academic Marathon (10) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NAACL (2)
ACL (1)
AISTATS (1)
ICML (1)
IJCNLP (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
robust estimation
(2)
online learning
(2)
intent detection
(2)
stochastic gradient descent
(2)
attention mechanism
(1)
natural language generation
(1)
response generation
(1)
multi-label classification
(1)
task-oriented dialogue
(1)
change-point detection
(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)
Papers
Online robust non-stationary estimation
NIPS 2023
Online Heavy-tailed Change-point detection
UAI 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