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Jayant Kalagnanam

6 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

NeurIPS ×2SDM ×2AAAI ×1UAI ×1

Frequent coauthors

Dzung T. Phan
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Christodoulos Constantinides
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Santosh Palaskar
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Natalia Martinez Gil
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Vijay Ekambaram
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Papers

  1. Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly Localization
    SDM 2025 ·
    Dzung T. Phan
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  2. FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes
    NeurIPS 2025 ·
    Christodoulos Constantinides
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  3. AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
    AAAI 2024 ·
    Santosh Palaskar
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  4. Identifying Homogeneous and Interpretable Groups for Conformal Prediction
    UAI 2024 ·
    Natalia Martinez Gil
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  5. Multi-polytope Machine for Classification
    SDM 2024 ·
    Dzung T. Phan
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  6. Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
    NeurIPS 2024 ·
    Vijay Ekambaram
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