影响力指数

65.41/100

前 3.5%

全站排名 #2,255

发表论文12 篇

平均评分5.5

年均产出4.0 篇/年

Hongseok Namkoong

Researcher@LinkedIn·OpenReview

研究方向

off-policy learning · causal inference · semiparametric statistics · Statistical Learning · statistical learning theory · Stochastic Optimization · Robust Optimization · distributional robustness

6.0

FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning

ICLR 2026Poster

4.7

Learning-To-Measure: In-Context Active Feature Acquisition

ICLR 2026Rejected

4.5

Benchmarking In-context Experiential Learning Through Repeated Product Recommendations

ICLR 2026Rejected

通讯

3.0

SynthTools: A Framework for Scaling Synthetic Tools for Agent Development

ICLR 2026Withdrawn

通讯

7.3

Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework

NeurIPS 2025Poster

通讯

6.8

Architectural and Inferential Inductive Biases for Exchangeable Sequence Modeling

合作者 (20)

Hongseok Namkoong

FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning

Learning-To-Measure: In-Context Active Feature Acquisition

Benchmarking In-context Experiential Learning Through Repeated Product Recommendations

SynthTools: A Framework for Scaling Synthetic Tools for Agent Development

Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework

Architectural and Inferential Inductive Biases for Exchangeable Sequence Modeling

Adaptive Elicitation of Latent Information Using Natural Language

PersonalLLM: Tailoring LLMs to Individual Preferences

Contextual Thompson Sampling via Generation of Missing Data

Informed Exploration via Generative Modeling

LLM Embeddings Improve Test-Time Adaptation to Tabular $Y|X$-Shifts