Shanika Karunasekera

5 papers · 2012–2022 · 3 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

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

AAAI (2) IJCAI (2) EACL (1)

Top co-authors

Christopher Leckie (3) Masud Moshtaghi (2) Ling Luo (2) Amila Silva (2) Aaron Harwood (2) Kwan Hui Lim (1) Pasan Karunaratne (1) Paul Cook (1) Jeffrey Chan (1) Bo Han (1)

Research topics

Machine Learning (3) Deep Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Optimization & Theory (2) Data Science & Analytics (1) Natural Language Processing (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Core Methods (1) Methods (1)

Keywords

unsupervised learning (1) semi-supervised learning (1) domain adaptation (1) text classification (1) hyperparameter optimization (1) cross-domain learning (1) multimodal learning (1) time series prediction (1) label noise (1) gaussian process regression (1) time series forecasting (1) kernel combination (1) multimodal data (1) noise correction (1) cross-domain adaptation (1) multi-step forecasting (1) working-week pattern (1) fake news detection (1) noisy label correction (1) class-conditional noise (1)

Papers

Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels AAAI 2022 Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data AAAI 2021 Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression IJCAI 2017 Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations IJCAI 2015 A Support Platform for Event Detection using Social Intelligence EACL 2012