Martin Ehler

3 papers · 2014–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)

Conferences

AISTATS (1) ICML (1) INTERSPEECH (1)

Top co-authors

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