Yonina C. Eldar

6 papers · 2016–2026 · 6 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 · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🧬 Topic Evolution

Venues

AAAI (1) CVPR (1) ICLR (1) JMLR (1) NeurIPS (1) WACV (1)

Top co-authors

Shuai Wang (1) Kulin Shah (1) Ruihua Han (1) Shuaijun Wang (1) Eyar Azar (1) Se Young Chun (1) Qi Hao (1) Chengzhong Xu (1) Zeqing Zhang (1) Jianjun Chen (1)

Research topics

Machine Learning (5) Deep Learning (3) Optimization & Theory · Machine Learning (3) Computer Vision (2) Learning Types (2) Analysis (1) Core Methods (1) Models (1) Optimization & Theory · Deep Learning (1) Processing (1) Techniques (1)

Keywords

point cloud (2) compressed sensing (2) robot navigation (1) image restoration (1) bayesian inference (1) subspace learning (1) feature selection (1) self-supervised learning (1) model-based learning (1) sample complexity (1) approximate message passing (1) rademacher complexity (1) matrix approximation (1) posterior estimation (1) matrix completion (1) collision avoidance (1) generalization bound (1) inverse problem (1) convolutional neural network (1) estimation error (1)

Papers

NeuPAN: Direct Point Robot Navigation with End-to-End Model-Based Learning (Abstract Reprint) AAAI 2026 Unrolled denoising networks provably learn to perform optimal Bayesian inference NeurIPS 2024 Generalization and Estimation Error Bounds for Model-based Neural Networks ICLR 2023 Image Restoration by Deep Projected GSURE WACV 2022 FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation CVPR 2021 Subspace Learning with Partial Information JMLR 2016