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Stratos Idreos

4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) EMNLP (1)

Top co-authors

Sanket Purandare (2) Fernando Trias (1) Sylvain Jaume (1) Chien-Chin Huang (1) Will Constable (1) Howard Huang (1) Sham M. Kakade (1) Tianyu Liu (1) Iris Zhang (1) Hongming Wang (1)

Keywords

ensemble learning (1) named entity recognition (1) transformer neural network (1) error correction (1) finite state machine (1) optical character recognition (1) legal text processing (1) historic text (1)

Papers

TorchTitan: One-stop PyTorch native solution for production ready LLM pretraining ICLR 2025 Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond ICLR 2025 Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method EMNLP 2021 More or Less: When and How to Build Convolutional Neural Network Ensembles ICLR 2021