Stratos Idreos

4 papers · 2021–2025 · 2 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

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)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Optimization & Theory (2) Computer Vision (1) Natural Language Processing (1) Application Areas (1) Processing (1) Understanding (1)

Keywords

ensemble learning (2) named entity recognition (1) model pretraining (1) neural network optimization (1) efficient computing (1) distributed training (1) convolutional neural network (1) sequence model (1) inference optimization (1) transformer neural network (1) parallel computation (1) elastic scaling (1) error correction (1) training time (1) finite state machine (1) inference time (1) optical character recognition (1) parameter budget (1) legal text processing (1) historic text (1)

Papers

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