Muhammad Osama
7 papers · 2018–2020 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Keywords
transfer learning
(2)
representation learning
(1)
natural language processing
(1)
risk management
(1)
conformal prediction
(1)
streaming data
(1)
robust optimization
(1)
text classification
(1)
decision policy
(1)
multi-class classification
(1)
sequential learning
(1)
sequential prediction
(1)
unsupervised learning
(1)
predictive inference
(1)
generative adversarial network
(1)
tail risk
(1)
intensity function
(1)
discrete data
(1)
observational data
(1)
statistical learning
(1)
Papers
Learning Robust Decision Policies from Observational Data
NeurIPS 2020
DENS: A Dataset for Multi-class Emotion Analysis
EMNLP 2019
Exploring Multilingual Syntactic Sentence Representations
EMNLP 2019
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding
ICML 2019
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees
NeurIPS 2019
Learning Localized Spatio-Temporal Models From Streaming Data
ICML 2018
Unsupervised Cipher Cracking Using Discrete GANs
ICLR 2018