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ORCIDAditya Bhattacharya
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2020 – today
- 2024
[c10]Aditya Bhattacharya
, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert:
EXMOS: Explanatory Model Steering through Multifaceted Explanations and Data Configurations. CHI 2024: 314:1-314:27- [c9]Aditya Bhattacharya:
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions. CHI Extended Abstracts 2024: 442:1-442:6 - [c8]Aditya Bhattacharya, Simone Stumpf, Katrien Verbert:
An Explanatory Model Steering System for Collaboration between Domain Experts and AI. UMAP (Adjunct Publication) 2024 - [c7]Aditya Bhattacharya, Simone Stumpf, Katrien Verbert:
Representation Debiasing of Generated Data Involving Domain Experts. UMAP (Adjunct Publication) 2024 - [c6]Aditya Bhattacharya, Katrien Verbert:
"How Good Is Your Explanation?": Towards a Standardised Evaluation Approach for Diverse XAI Methods on Multiple Dimensions of Explainability. UMAP (Adjunct Publication) 2024 - [i6]Aditya Bhattacharya:
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions. CoRR abs/2401.04118 (2024) - [i5]Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert:
EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations. CoRR abs/2402.00491 (2024) - [i4]Aditya Bhattacharya, Simone Stumpf, Katrien Verbert:
An Explanatory Model Steering System for Collaboration between Domain Experts and AI. CoRR abs/2405.13038 (2024) - [i3]Aditya Bhattacharya, Simone Stumpf, Katrien Verbert:
Representation Debiasing of Generated Data Involving Domain Experts. CoRR abs/2407.09485 (2024) - 2023
- [c5]Aditya Bhattacharya, Jeroen Ooge, Gregor Stiglic, Katrien Verbert:
Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations. IUI 2023: 204-219 - [i2]Aditya Bhattacharya, Jeroen Ooge, Gregor Stiglic, Katrien Verbert:
Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations. CoRR abs/2302.10671 (2023) - [i1]Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert:
Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform. CoRR abs/2310.02063 (2023)
2010 – 2019
- 2019
- [c4]Chris Mills, Javier Escobar-Avila, Aditya Bhattacharya, Grigoriy Kondyukov, Shayok Chakraborty, Sonia Haiduc:
Tracing with Less Data: Active Learning for Classification-Based Traceability Link Recovery. ICSME 2019: 103-113 - [c3]Aditya Bhattacharya, Shayok Chakraborty:
Active Learning with n-ary Queries for Image Recognition. WACV 2019: 800-808 - 2018
- [j1]Fatemeh Saki, Aditya Bhattacharya, Nasser Kehtarnavaz:
Real-time Simulink implementation of noise adaptive speech processing pipeline of cochlear implants. Speech Commun. 96: 197-206 (2018) - [c2]Vishwas G. Torvi, Aditya Bhattacharya, Shayok Chakraborty:
Deep Domain Adaptation to Predict Freezing of Gait in Patients with Parkinson's Disease. ICMLA 2018: 1001-1006 - 2017
- [c1]Aditya Bhattacharya, Abhishek Sehgal, Nasser Kehtarnavaz:
Low-latency smartphone app for real-time noise reduction of noisy speech signals. ISIE 2017: 1280-1284
Coauthor Index
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