Nicholas Donald Lane
13 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
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Conference Polyglot
(2)
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The Questioner
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Century Club
(13)
Conferences
ICLR (10)
ICML (3)
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Papers
DEPT: Decoupled Embeddings for Pre-training Language Models
ICLR 2025
SparsyFed: Sparse Adaptive Federated Learning
ICLR 2025
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
ICML 2024
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages
ICLR 2024
Recurrent Early Exits for Federated Learning with Heterogeneous Clients
ICML 2024
Towards Neural Architecture Search through Hierarchical Generative Modeling
ICML 2024
Do We Need Anisotropic Graph Neural Networks?
ICLR 2022
Conditioning Sequence-to-sequence Networks with Learned Activations
ICLR 2022
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
ICLR 2022
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
ICLR 2022
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition
ICLR 2021
Zero-Cost Proxies for Lightweight NAS
ICLR 2021
Degree-Quant: Quantization-Aware Training for Graph Neural Networks
ICLR 2021