Richard G. Baraniuk

Engineering · Physical Sciences

98h-index51.9kcitations851works1.92yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(234), Image and Signal Denoising Methods(195), Blind Source Separation Techniques(97), Microwave Imaging and Scattering Analysis(72), Neural Networks and Applications(54)

Publications851 total

Leakage and Second-Order Dynamics Improve Hippocampal RNN Replay
ArXiv.org·2026Open Access
Leakage and Second-Order Dynamics Improve Hippocampal RNN Replay
arXiv (Cornell University)·2026Open Access
Learning Context: A Unified Framework and Roadmap for Context-Aware AI in Education
ArXiv.org·2025Open Access
Learning Context: A Unified Framework and Roadmap for Context-Aware AI in Education
arXiv (Cornell University)·2025Open Access
Rates and architectures for learning geometrically non-trivial operators
arXiv (Cornell University)·2025Open Access
Neon: Negative Extrapolation From Self-Training Improves Image Generation
arXiv (Cornell University)·2025Open Access
Improving financial education for US college students: A mixed-methods needs assessment
2025
CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models
arXiv (Cornell University)·2025Open Access
GrokAlign: Geometric Characterisation and Acceleration of Grokking
arXiv (Cornell University)·2025Open Access
W4S4: WaLRUS Meets S4 for Long-Range Sequence Modeling
arXiv (Cornell University)·2025Open Access
WaLRUS: Wavelets for Long-range Representation Using SSMs
arXiv (Cornell University)·2025Open Access
SaFARi: State-Space Models for Frame-Agnostic Representation
arXiv (Cornell University)·2025Open Access
Improving Routing in Sparse Mixture of Experts with Graph of Tokens
arXiv (Cornell University)·2025Open Access
The Importance of Teaching Logic to Computer Scientists and Electrical Engineers
ACM Transactions on Computing Education·2025
On the Geometry of Deep Learning
Notices of the American Mathematical Society·2025
Estimating the Number and Locations of Boundaries in Reverberant Environments with Deep Learning
2025
Atomic Learning Objectives and LLMs Labeling: A High-Resolution Approach for Physics Education
2025· 1 citedOpen Access
Improving financial education for US college students: A mixed-methods needs assessment
2025
Turing-Like Test for Personalized Educational AI
Lecture notes in computer science·2025
Training LLM-Based Tutors to Improve Student Learning Outcomes in Dialogues
Lecture notes in computer science·2025· 6 citedOpen Access
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Frequent Co-authors

Marco F. Duarte(13), Jason N. Laska(10), Michael B. Wakin(10), Dror Baron(7), Mark A. Davenport(5), Dharmpal Takhar(5), Kevin F. Kelly(5), Shriram Sarvotham(5), Daniel M. Mittleman(4), Petros T. Boufounos(4), Sami Kirolos(3), Yehia Massoud(3), Douglas L. Jones(3), Matthew S Crouse(2), Joel A. Tropp(2), Wai Lam Chan(2), Christopher A. Metzler(2), Arian Maleki(2), Rudolf H. Riedi(2), Patrick Flandrin(2)