Picture for Alihan Hüyük

Alihan Hüyük

Strategically Linked Decisions in Long-Term Planning and Reinforcement Learning

Add code
May 22, 2025
Viaarxiv icon

Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions

Add code
Mar 12, 2025
Figure 1 for Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions
Figure 2 for Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions
Figure 3 for Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions
Figure 4 for Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions
Viaarxiv icon

Compositional Causal Reasoning Evaluation in Language Models

Add code
Mar 06, 2025
Figure 1 for Compositional Causal Reasoning Evaluation in Language Models
Figure 2 for Compositional Causal Reasoning Evaluation in Language Models
Figure 3 for Compositional Causal Reasoning Evaluation in Language Models
Figure 4 for Compositional Causal Reasoning Evaluation in Language Models
Viaarxiv icon

Directly Optimizing Explanations for Desired Properties

Add code
Oct 31, 2024
Figure 1 for Directly Optimizing Explanations for Desired Properties
Figure 2 for Directly Optimizing Explanations for Desired Properties
Figure 3 for Directly Optimizing Explanations for Desired Properties
Figure 4 for Directly Optimizing Explanations for Desired Properties
Viaarxiv icon

Reasoning Elicitation in Language Models via Counterfactual Feedback

Add code
Oct 02, 2024
Figure 1 for Reasoning Elicitation in Language Models via Counterfactual Feedback
Figure 2 for Reasoning Elicitation in Language Models via Counterfactual Feedback
Figure 3 for Reasoning Elicitation in Language Models via Counterfactual Feedback
Figure 4 for Reasoning Elicitation in Language Models via Counterfactual Feedback
Viaarxiv icon

Defining Expertise: Applications to Treatment Effect Estimation

Add code
Mar 01, 2024
Figure 1 for Defining Expertise: Applications to Treatment Effect Estimation
Figure 2 for Defining Expertise: Applications to Treatment Effect Estimation
Figure 3 for Defining Expertise: Applications to Treatment Effect Estimation
Figure 4 for Defining Expertise: Applications to Treatment Effect Estimation
Viaarxiv icon

Adaptive Experiment Design with Synthetic Controls

Add code
Jan 30, 2024
Viaarxiv icon

When is Off-Policy Evaluation Useful? A Data-Centric Perspective

Add code
Nov 23, 2023
Figure 1 for When is Off-Policy Evaluation Useful? A Data-Centric Perspective
Figure 2 for When is Off-Policy Evaluation Useful? A Data-Centric Perspective
Figure 3 for When is Off-Policy Evaluation Useful? A Data-Centric Perspective
Figure 4 for When is Off-Policy Evaluation Useful? A Data-Centric Perspective
Viaarxiv icon

Inverse Decision Modeling: Learning Interpretable Representations of Behavior

Add code
Oct 28, 2023
Viaarxiv icon

Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning

Add code
Oct 28, 2023
Figure 1 for Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning
Figure 2 for Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning
Figure 3 for Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning
Figure 4 for Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning
Viaarxiv icon