Oleh Ivchenko

Formal Methods for XAI Verification: Proving That Explanations Are Correct

Research article: Formal Methods for XAI Verification: Proving That Explanations Are Correct

Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows

Research article: Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows

Contract Testing for AI Agents: Consumer-Driven Contracts Applied to Multi-Agent Tool Calls

Research article: Contract Testing for AI Agents: Consumer-Driven Contracts Applied to Multi-Agent Tool Calls

Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Research article: Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows

Research article: Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows

Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Research article: Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Research article: Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Research article: Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Research article: Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

XAI Observability: Monitoring Explainability Drift in Production Models

Research article: XAI Observability: Monitoring Explainability Drift in Production Models

XAI Observability: Monitoring Explainability Drift in Production Models

Research article: XAI Observability: Monitoring Explainability Drift in Production Models

Batch Inference Scheduling: Maximizing GPU Utilization for Cost-Effective Enterprise AI

Research article: Batch Inference Scheduling: Maximizing GPU Utilization for Cost-Effective Enterprise AI