Aditya Bhattacharya

23 papers A* 2A 2Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A conf
"Show Me How": Benefits and Challenges of Agent-Augmented Counterfactual Explanations for Non-Expert Users.
UMAP
Aditya Bhattacharya, Tim Vanherwegen, Katrien Verbert
2025 A* conf
Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems.
CHI
Aditya Bhattacharya, Simone Stumpf, Robin De Croon, Katrien Verbert
2025 J jnl
Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems.
CoRR
Aditya Bhattacharya, Simone Stumpf, Robin De Croon, Katrien Verbert
2025 J jnl
Importance of User Control in Data-Centric Steering for Healthcare Experts.
CoRR
Aditya Bhattacharya, Simone Stumpf, Katrien Verbert
2025 J jnl
Let's Get You Hired: A Job Seeker's Perspective on Multi-Agent Recruitment Systems for Explaining Hiring Decisions.
CoRR
Aditya Bhattacharya, Katrien Verbert
2025 J jnl
Show Me How: Benefits and Challenges of Agent-Augmented Counterfactual Explanations for Non-Expert Users.
CoRR
Aditya Bhattacharya, Tim Vanherwegen, Katrien Verbert
2025 — conf
Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction.
CUI
Reza Samimi, Aditya Bhattacharya, Lucija Gosak, Gregor Stiglic, Katrien Verbert
2025 J jnl
Visual-Conversational Interface for Evidence-Based Explanation of Diabetes Risk Prediction.
CoRR
Reza Samimi, Aditya Bhattacharya, Lucija Gosak, Gregor Stiglic, Katrien Verbert
2024 — conf
"How Good Is Your Explanation?": Towards a Standardised Evaluation Approach for Diverse XAI Methods on Multiple Dimensions of Explainability.
UMAP (Adjunct Publication)
Aditya Bhattacharya, Katrien Verbert
2024 — conf
An Explanatory Model Steering System for Collaboration between Domain Experts and AI.
UMAP (Adjunct Publication)
Aditya Bhattacharya, Simone Stumpf, Katrien Verbert
2024 J jnl
An Explanatory Model Steering System for Collaboration between Domain Experts and AI.
CoRR
Aditya Bhattacharya, Simone Stumpf, Katrien Verbert
2024 J jnl
Cross-Domain Evaluation of Few-Shot Classification Models: Natural Images vs. Histopathological Images.
CoRR
Ardhendu Sekhar, Aditya Bhattacharya, Vinayak Goyal, Vrinda Goel, Aditya Bhangale, Ravi Kant Gupta, Amit Sethi
2024 J jnl
EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations.
CoRR
Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert
2024 A* conf
EXMOS: Explanatory Model Steering through Multifaceted Explanations and Data Configurations.
CHI
Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert
2024 — conf
Representation Debiasing of Generated Data Involving Domain Experts.
UMAP (Adjunct Publication)
Aditya Bhattacharya, Simone Stumpf, Katrien Verbert
2024 J jnl
Representation Debiasing of Generated Data Involving Domain Experts.
CoRR
Aditya Bhattacharya, Simone Stumpf, Katrien Verbert
2024 — conf
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions.
CHI Extended Abstracts
Aditya Bhattacharya
2024 J jnl
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions.
CoRR
Aditya Bhattacharya
2023 A conf
Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations.
IUI
Aditya Bhattacharya, Jeroen Ooge, Gregor Stiglic, Katrien Verbert
2023 J jnl
Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations.
CoRR
Aditya Bhattacharya, Jeroen Ooge, Gregor Stiglic, Katrien Verbert
2023 J jnl
Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform.
CoRR
Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert
2018 J jnl
Real-time Simulink implementation of noise adaptive speech processing pipeline of cochlear implants.
Speech Commun.
Fatemeh Saki, Aditya Bhattacharya, Nasser Kehtarnavaz
2017 — conf
Low-latency smartphone app for real-time noise reduction of noisy speech signals.
ISIE
Aditya Bhattacharya, Abhishek Sehgal, Nasser Kehtarnavaz