Tushar Vaidya

4 papers · 2022–2023 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

AAAI (1) COLING (1) CVPR (1) EMNLP (1)

Top co-authors

Rishabh Bhardwaj (2) Soujanya Poria (2) Jingyi Xu (1) Gerasimos Palaiopanos (1) Samson Yu (1) Sai Ganesh Nagarajan (1) Kai Fong Ernest Chong (1) Zhangsheng Lai (1) Ioannis Panageas (1) Saket Chandra (1)

Research topics

Machine Learning (3) Mathematics & Optimization (2) Application Areas (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Vision (1) Natural Language Processing (1) Analysis (1) Applications (1) Core AI (1) Core Methods (1) Generation (1) Mathematics (1) Optimization (1)

Keywords

parameter estimation (1) optimal transport (1) knowledge distillation (1) expectation maximization (1) visual reasoning (1) automated reasoning (1) semantic knowledge (1) parameter-efficient transfer learning (1) gradient descent (1) expectation-maximization algorithm (1) convergence guarantee (1) language model (1) tropical geometry (1) pre-trained language model (1) student network (1) student model (1) local convergence (1) label distribution (1) abstract reasoning (1) teacher model (1)

Papers

Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices CVPR 2023 Adapter Pruning using Tropical Characterization EMNLP 2023 Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach AAAI 2023 KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022