Picture for Danial Dervovic

Danial Dervovic

Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports

Add code
Apr 09, 2024
Viaarxiv icon

Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization

Add code
Mar 14, 2024
Figure 1 for Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization
Figure 2 for Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization
Figure 3 for Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization
Figure 4 for Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization
Viaarxiv icon

Balancing Fairness and Accuracy in Data-Restricted Binary Classification

Add code
Mar 12, 2024
Figure 1 for Balancing Fairness and Accuracy in Data-Restricted Binary Classification
Figure 2 for Balancing Fairness and Accuracy in Data-Restricted Binary Classification
Figure 3 for Balancing Fairness and Accuracy in Data-Restricted Binary Classification
Figure 4 for Balancing Fairness and Accuracy in Data-Restricted Binary Classification
Viaarxiv icon

Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data

Add code
Feb 06, 2024
Viaarxiv icon

A Canonical Data Transformation for Achieving Inter- and Within-group Fairness

Add code
Oct 23, 2023
Viaarxiv icon

On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations

Add code
Jul 13, 2023
Figure 1 for On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
Figure 2 for On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
Figure 3 for On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
Figure 4 for On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
Viaarxiv icon

Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning

Add code
Nov 11, 2022
Figure 1 for Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning
Figure 2 for Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning
Figure 3 for Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning
Figure 4 for Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning
Viaarxiv icon

Optimal Stopping with Gaussian Processes

Add code
Oct 07, 2022
Figure 1 for Optimal Stopping with Gaussian Processes
Figure 2 for Optimal Stopping with Gaussian Processes
Figure 3 for Optimal Stopping with Gaussian Processes
Figure 4 for Optimal Stopping with Gaussian Processes
Viaarxiv icon

Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction

Add code
Mar 14, 2022
Figure 1 for Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction
Figure 2 for Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction
Figure 3 for Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction
Figure 4 for Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction
Viaarxiv icon

Counterfactual Shapley Additive Explanations

Add code
Nov 02, 2021
Figure 1 for Counterfactual Shapley Additive Explanations
Figure 2 for Counterfactual Shapley Additive Explanations
Figure 3 for Counterfactual Shapley Additive Explanations
Figure 4 for Counterfactual Shapley Additive Explanations
Viaarxiv icon