Mohammad Kachuee

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Feature Relevance

Top Venues

Publications

Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
GrounDial: Human-norm Grounded Safe Dialog Response Generation. EACL (Findings) (2024)
Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs. CoRR (2024)
Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
GrounDial: Human-norm Grounded Safe Dialog Response Generation. CoRR (2024)
Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs. ACL (1) (2024)
Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems. CoRR (2024)
Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems. CoRR (2023)
Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. ACL (industry) (2023)
Sarthak Ahuja, Mohammad Kachuee, Fateme Sheikholeslami, Weiqing Liu, Jaeyoung Do
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. CoRR (2023)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems. ACL (industry) (2023)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Contextual Bandit Exploration. AISafety@IJCAI (2022)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems. CoRR (2022)
Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems. CoRR (2022)
Zixuan Ke, Mohammad Kachuee, Sungjin Lee
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data. WASSA@ACL (2022)
Zixuan Ke, Mohammad Kachuee, Sungjin Lee
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data. CoRR (2022)
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh
Generative Imputation and Stochastic Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems. NAACL-HLT (Industry Papers) (2022)
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. NAACL-HLT (2021)
Orpaz Goldstein, Mohammad Kachuee, Majid Sarrafzadeh
Decentralized Knowledge Transfer on Edge Networks for Detecting Cancer in Images. BHI (2021)
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. CoRR (2020)
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
TAPER: Time-Aware Patient EHR Representation. IEEE J. Biomed. Health Informatics 24 (11) (2020)
Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh
Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data. ACM Trans. Comput. Heal. 1 (3) (2020)
Orpaz Goldstein, Mohammad Kachuee, Dereck J. Shiell, Majid Sarrafzadeh
Real-Time Decentralized knowledge Transfer at the Edge. CoRR (2020)
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Davina Zamanzadeh, Majid Sarrafzadeh
Nutrition and Health Data for Cost-Sensitive Learning. CoRR (2019)
Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh
Target-Focused Feature Selection Using a Bayesian Approach. CoRR (2019)
Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. ICLR (Poster) (2019)
Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. CoRR (2019)
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
TAPER: Time-Aware Patient EHR Representation. CoRR (2019)
Sajad Darabi, Mohammad Kachuee, Majid Sarrafzadeh
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector. CoRR (2019)
Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh
Dynamic Feature Acquisition Using Denoising Autoencoders. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
Kimmo Kärkkäinen, Mohammad Kachuee, Orpaz Goldstein, Majid Sarrafzadeh
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance. CoRR (2019)
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh
Generative Imputation and Stochastic Prediction. CoRR (2019)
Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh
Group-Connected Multilayer Perceptron Networks. CoRR (2019)
Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
ECG Heartbeat Classification: A Deep Transferable Representation. CoRR (2018)
Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
ECG Heartbeat Classification: A Deep Transferable Representation. ICHI (2018)
Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh
Dynamic Feature Acquisition Using Denoising Autoencoders. CoRR (2018)
Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany
Non-invasive blood pressure estimation using phonocardiogram. ISCAS (2017)
Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany
Nonlinear Cuffless Blood Pressure Estimation of Healthy Subjects Using Pulse Transit Time and Arrival Time. IEEE Trans. Instrum. Meas. 66 (12) (2017)
Mohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang, James Leiter, Daniel C. Lu, Majid Sarrafzadeh
An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting. ICHI (2017)
Mohammad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany
Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring. IEEE Trans. Biomed. Eng. 64 (4) (2017)
Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress. CoRR (2017)
Mohammad Kachuee, Anahita Hosseini, Babak Moatamed, Sajad Darabi, Majid Sarrafzadeh
Context-aware feature query to improve the prediction performance. GlobalSIP (2017)