Ege Onur Taga

3 papers · 2024–2025 · 3 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 · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ICLR (1) NeurIPS (1)

Top co-authors

Samet Oymak (3) Muhammed Emrullah Ildiz (2) Xuechen Zhang (1) Carlee Joe-Wong (1) Zijian Huang (1) Halil Alperen Gozeten (1) Jiasi Chen (1) Marco Mondelli (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Application Areas (2) Natural Language Processing (1) Reinforcement Learning (1) Bayesian & Probabilistic (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Methods (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

reinforcement learning (1) few-shot learning (1) model selection (1) bayesian inference (1) knowledge distillation (1) policy learning (1) distribution shift (1) multivariate time series (1) surrogate model (1) synthetic data (1) scaling law (1) prompt selection (1) cost saving (1) latency constraint (1) text embedding (1) weak-to-strong generalization (1) ridgeless regression (1) prior-data fitted network (1) cost optimization (1) latency optimization (1)

Papers

High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws ICLR 2025 TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data AAAI 2025 Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning NeurIPS 2024