Mohammad Kachuee

According to our database, Mohammad Kachuee authored at least 34 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems.

Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

Planning and Editing What You Retrieve for Enhanced Tool Learning.

Tenghao Huang, Dongwon Jung, Vaibhav Kumar, Mohammad Kachuee, Xiang Li, Puyang Xu, Muhao Chen

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

GrounDial: Human-norm Grounded Safe Dialog Response Generation.

Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs.

Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems.

Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee

CoRR, 2023

Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems.

Mohammad Kachuee, Sungjin Lee

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems.

Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Generative Imputation and Stochastic Prediction.

Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data.

Zixuan Ke, Mohammad Kachuee, Sungjin Lee

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems.

Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Constrained Policy Optimization for Controlled Contextual Bandit Exploration.

Mohammad Kachuee, Sungjin Lee

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

2021

Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents.

Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Decentralized Knowledge Transfer on Edge Networks for Detecting Cancer in Images.

Orpaz Goldstein, Mohammad Kachuee, Majid Sarrafzadeh

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

Opportunistic Learning: Algorithms and Methods for Cost-Sensitive and Context-Aware Learning.

Mohammad Kachuee

PhD thesis, 2020

TAPER: Time-Aware Patient EHR Representation.

Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh

IEEE J. Biomed. Health Informatics, 2020

Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data.

Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh

ACM Trans. Comput. Heal., 2020

Real-Time Decentralized knowledge Transfer at the Edge.

Orpaz Goldstein, Mohammad Kachuee, Dereck J. Shiell, Majid Sarrafzadeh

CoRR, 2020

2019

Dynamic Feature Acquisition Using Denoising Autoencoders.

Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh

IEEE Trans. Neural Networks Learn. Syst., 2019

Group-Connected Multilayer Perceptron Networks.

Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh

CoRR, 2019

Cost-Sensitive Feature-Value Acquisition Using Feature Relevance.

Kimmo Kärkkäinen, Mohammad Kachuee, Orpaz Goldstein, Majid Sarrafzadeh

CoRR, 2019

Unsupervised Representation for EHR Signals and Codes as Patient Status Vector.

Sajad Darabi, Mohammad Kachuee, Majid Sarrafzadeh

CoRR, 2019

Target-Focused Feature Selection Using a Bayesian Approach.

Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh

CoRR, 2019

Nutrition and Health Data for Cost-Sensitive Learning.

Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Davina Zamanzadeh, Majid Sarrafzadeh

CoRR, 2019

Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams.

Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

ECG Heartbeat Classification: A Deep Transferable Representation.

Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017

Nonlinear Cuffless Blood Pressure Estimation of Healthy Subjects Using Pulse Transit Time and Arrival Time.

Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany

IEEE Trans. Instrum. Meas., 2017

Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring.

Mohammad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany

IEEE Trans. Biomed. Eng., 2017

Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress.

Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi

CoRR, 2017

Non-invasive blood pressure estimation using phonocardiogram.

Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting.

Mohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang, James Leiter, Daniel C. Lu, Majid Sarrafzadeh

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Context-aware feature query to improve the prediction performance.

Mohammad Kachuee, Anahita Hosseini, Babak Moatamed, Sajad Darabi, Majid Sarrafzadeh

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2015

Cuff-Less Blood Pressure Estimation.

Mohamad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany

Dataset, July, 2015

GPU-based Acceleration of Deep Convolutional Neural Networks on Mobile Platforms.

Seyyed Salar Latifi Oskouei, Hossein Golestani, Mohamad Kachuee, Matin Hashemi, Hoda Mohammadzade, Soheil Ghiasi

CoRR, 2015

Cuff-less high-accuracy calibration-free blood pressure estimation using pulse transit time.

Mohamad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015