Archit Bansal

3 papers · 2021–2023 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

IJCAI (1) NeurIPS (1) SemEval (1)

Top co-authors

Frank Hutter (2) Ashutosh Modi (1) Arber Zela (1) Maciej Janowski (1) Shuhei Watanabe (1) Abhay Kaushik (1) Danny Stoll (1)

Research topics

Machine Learning (3) Optimization & Theory (3) Application Areas (2) Learning Types (2) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Core Methods (1) Optimization (1) Techniques (1)

Keywords

hyperparameter optimization (2) ensemble learning (1) subspace analysis (1) neural architecture search (1) toxic content detection (1) token classification (1) multi-objective optimization (1) surrogate model (1) multi-fidelity optimization (1) pearson divergence (1) functional anovum (1) transformer language model (1) joint optimization (1) hyperparameter importance (1) semi-supervised learning (1) dice loss (1)

Papers

PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces IJCAI 2023 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection SemEval 2021