conftrace_
← Authors

Yuhan Helena Liu

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICLR (2) NIPS (2) ICML (1)

Top co-authors

Guillaume Lajoie (3) Arna Ghosh (2) Eric Shea-Brown (2) Stefan Mihalas (2) Eric Todd SheaBrown (1) Blake Aaron Richards (1) Aristide Baratin (1) Christopher J Cueva (1) Stephen Smith (1) Blake Richards (1)

Keywords

credit assignment (2) gradient descent (2) recurrent neural network (2) backpropagation through time (1) generalization property (1) eligibility trace (1) biological neural network (1) loss landscape (1) neuromodulator signaling (1) biological plausibility (1) biologically plausible learning (1)

Papers

Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example ICML 2025 How connectivity structure shapes rich and lazy learning in neural circuits ICLR 2024 How gradient estimator variance and bias impact learning in neural networks ICLR 2023 Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators NIPS 2022 Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules NIPS 2022