Muhammad Osama
8 papers · 2018–2020 · 5 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐ Renaissance Researcher (6) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (18) ๐งญ Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(9)
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Conference Pioneer
โก
Prolific Year
(5)
๐
Trend Setter
Conferences
EMNLP (2)
ICML (2)
NIPS (2)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
transfer learning
(2)
text classification
(2)
emotion analysis
(2)
risk management
(1)
conformal prediction
(1)
sentiment analysis
(1)
natural language processing
(1)
narrative understanding
(1)
decision policy
(1)
multi-class classification
(1)
sequential learning
(1)
sequential prediction
(1)
streaming datum
(1)
predictive inference
(1)
tail risk
(1)
intensity function
(1)
observational datum
(1)
spatio-temporal prediction
(1)
robust policy
(1)
sentence embedding
(1)
Papers
Learning Robust Decision Policies from Observational Data
NIPS 2020
DENS: A Dataset for Multi-class Emotion Analysis
EMNLP 2019
Exploring Multilingual Syntactic Sentence Representations
EMNLP 2019
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees
NIPS 2019
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding
ICML 2019
DENS: A Dataset for Multi-class Emotion Analysis
IJCNLP 2019
Unsupervised Cipher Cracking Using Discrete GANs
ICLR 2018
Learning Localized Spatio-Temporal Models From Streaming Data
ICML 2018