Neil Mallinar
5 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
data programming
(2)
weak supervision
(2)
text classification
(2)
ensemble learning
(1)
object recognition
(1)
weakly supervised learning
(1)
speech recognition
(1)
question answering
(1)
intent classification
(1)
synthetic data generation
(1)
generalization error
(1)
kernel regression
(1)
convolutional neural network
(1)
synthetic data
(1)
benign overfitting
(1)
conversational agent
(1)
multi-scale feature
(1)
model efficiency
(1)
labeling function
(1)
intent recognition
(1)
Papers
Benign, Tempered, or Catastrophic: Toward a Refined Taxonomy of Overfitting
NeurIPS 2022
Iterative Data Programming for Expanding Text Classification Corpora
AAAI 2020
Unsupervised Adaptation of Question Answering Systems via Generative Self-training
EMNLP 2020
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition
ICLR 2019
Bootstrapping Conversational Agents with Weak Supervision
AAAI 2019