Manpreet Singh

2 papers · 2023–2025 · 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) 👥 Mega-Team · Squad

Venues

IJCNLP (1) JMLR (1)

Top co-authors

Gerald Woo (1) Sukumar Maddineni (1) Aadyot Bhatnagar (1) K C Krithika (1) Chenghao Liu (1) Arun Kumar Jagota (1) Doyen Sahoo (1) Tian Lan (1) Huan Wang (1) Devansh Arpit (1)

Research topics

Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Architectures (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory (1) Techniques (1)

Keywords

model compression (1) model quantization (1) anomaly detection (1) distributed computing (1) time series forecasting (1) hyperparameter tuning (1) model ensemble (1) model ensembling (1) calibration error (1) neuron activation (1) interpretability analysis (1) dead neuron (1) large language model (1)

Papers

Interpreting the Effects of Quantization on LLMs IJCNLP 2025 Merlion: End-to-End Machine Learning for Time Series JMLR 2023