Martin Ehler

3 papers · 2014–2024 · 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

Venues

AISTATS (1) ICML (1) Interspeech (1)

Top co-authors

Daniel Haider (2) Peter Balazs (2) Franz Kiraly (1) Felix Perfler (1) Vincent Lostanlen (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Mathematics (2) Optimization & Theory (2) Deep Learning (1) Architectures (1)

Keywords

frame theory (2) signal reconstruction (1) phase retrieval (1) convolutional neural network (1) linear algebra (1) ideal regression (1) convex geometry (1) algebraic estimation (1) rank-one measurement (1) relu layer (1) speech enhancement (1) mixed compressed spectral norm (1)

Papers

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement Interspeech 2024 Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction ICML 2023 Algebraic Reconstruction Bounds and Explicit Inversion for Phase Retrieval at the Identifiability Threshold AISTATS 2014