Search Results for author: Santosh Kumar

Found 4 papers, 0 papers with code

Transformers for prompt-level EMA non-response prediction

no code implementations1 Nov 2021 Supriya Nagesh, Alexander Moreno, Stephanie M. Carpenter, Jamie Yap, Soujanya Chatterjee, Steven Lloyd Lizotte, Neng Wan, Santosh Kumar, Cho Lam, David W. Wetter, Inbal Nahum-Shani, James M. Rehg

The transformer model achieves a non-response prediction AUC of 0. 77 and is significantly better than classical ML and LSTM-based deep learning models.

Efficient Reservoir Computing using Field Programmable Gate Array and Electro-optic Modulation

no code implementations11 Feb 2021 Prajnesh Kumar, Mingwei Jin, Ting Bu, Santosh Kumar, Yu-Ping Huang

The second is the Santa Fe laser data prediction, where a normalized mean square error (NMSE) of 6. 73x10-3 is demonstrated.

Weather Forecasting

Latent Factor Modeling of Users Subjective Perception for Stereoscopic 3D Video Recommendation

no code implementations25 Jan 2021 Balasubramanyam Appina, Mansi Sharma, Santosh Kumar

In this paper, we introduce a novel recommendation system for stereoscopic 3D movies based on a latent factor model that meticulously analyse the viewer's subjective ratings and influence of 3D video distortions on their preferences.

Video Quality Assessment

Learning Shallow Detection Cascades for Wearable Sensor-Based Mobile Health Applications

no code implementations13 Jul 2016 Hamid Dadkhahi, Nazir Saleheen, Santosh Kumar, Benjamin Marlin

The field of mobile health aims to leverage recent advances in wearable on-body sensing technology and smart phone computing capabilities to develop systems that can monitor health states and deliver just-in-time adaptive interventions.

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