Goswami, Mononito

19 publications

ICML 2025 Exploring Representations and Interventions in Time Series Foundation Models Michał Wiliński, Mononito Goswami, Willa Potosnak, Nina Żukowska, Artur Dubrawski

NeurIPSW 2024 Implicit Reasoning in Deep Time Series Forecasting Willa Potosnak, Cristian Ignacio Challu, Mononito Goswami, Michał Wiliński, Nina Żukowska, Artur Dubrawski

NeurIPSW 2024 Implicit Reasoning in Deep Time Series Forecasting Willa Potosnak, Cristian Ignacio Challu, Mononito Goswami, Michał Wiliński, Nina Żukowska, Artur Dubrawski

AAAI 2024 JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) Yifu Cai, Arvind Srinivasan, Mononito Goswami, Arjun Choudhry, Artur Dubrawski

ICML 2024 MOMENT: A Family of Open Time-Series Foundation Models Mononito Goswami, Konrad Szafer, Arjun Choudhry, Yifu Cai, Shuo Li, Artur Dubrawski

AAAI 2024 PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) Eric Enouen, Sebastian Caldas, Mononito Goswami, Artur Dubrawski

NeurIPSW 2024 TimeSeriesExam: A Time Series Understanding Exam Yifu Cai, Arjun Choudhry, Mononito Goswami, Artur Dubrawski

NeurIPSW 2024 Towards Long-Context Time Series Foundation Models Nina Żukowska, Mononito Goswami, Michał Wiliński, Willa Potosnak, Artur Dubrawski

NeurIPSW 2024 Towards Long-Context Time Series Foundation Models with a Handful of Additional Parameters Nina Żukowska, Mononito Goswami, Michał Wiliński, Willa Potosnak, Artur Dubrawski

NeurIPSW 2024 Unveiling and Manipulating Concepts in Time Series Foundation Models Michał Wiliński, Mononito Goswami, Nina Żukowska, Willa Potosnak, Artur Dubrawski

NeurIPSW 2024 Unveiling and Manipulating Concepts in Time Series Foundation Models Michał Wiliński, Mononito Goswami, Nina Żukowska, Willa Potosnak, Artur Dubrawski

NeurIPS 2023 AQuA: A Benchmarking Tool for Label Quality Assessment Mononito Goswami, Vedant Sanil, Arjun Choudhry, Arvind Srinivasan, Chalisa Udompanyawit, Artur Dubrawski

NeurIPSW 2023 JoLT: Jointly Learned Representations of Language and Time-Series Yifu Cai, Mononito Goswami, Arjun Choudhry, Arvind Srinivasan, Artur Dubrawski

ICLR 2023 Unsupervised Model Selection for Time Series Anomaly Detection Mononito Goswami, Cristian Ignacio Challu, Laurent Callot, Lenon Minorics, Andrey Kan

MLHC 2022 Classifying Unstructured Clinical Notes via Automatic Weak Supervision Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski

AAAI 2020 A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract) Minni Jain, Maitree Leekha, Mononito Goswami

AAAI 2020 Discriminating Cognitive Disequilibrium and Flow in Problem Solving: A Semi-Supervised Approach Using Involuntary Dynamic Behavioral Signals Mononito Goswami, Lujie Chen, Artur Dubrawski

AAAI 2020 Modeling Involuntary Dynamic Behaviors to Support Intelligent Tutoring (Student Abstract) Mononito Goswami, Lujie Chen, Chufan Gao, Artur Dubrawski

AAAI 2019 What's Most Broken? a Tool to Assist Data-Driven Iterative Improvement of an Intelligent Tutoring System Mononito Goswami, Shiven Mian, Jack Mostow