Search Results for author: Kalvik Jakkala

Found 4 papers, 2 papers with code

Efficient Sensor Placement from Regression with Sparse Gaussian Processes in Continuous and Discrete Spaces

no code implementations28 Feb 2023 Kalvik Jakkala, Srinivas Akella

The sensor placement problem is a common problem that arises when monitoring correlated phenomena, such as temperature, precipitation, and salinity.

Gaussian Processes regression

GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition

1 code implementation31 Jan 2023 Ekkasit Pinyoanuntapong, Ayman Ali, Kalvik Jakkala, Pu Wang, Minwoo Lee, Qucheng Peng, Chen Chen, Zhi Sun

mmWave radar-based gait recognition is a novel user identification method that captures human gait biometrics from mmWave radar return signals.

Contrastive Learning Domain Adaptation +1

Deep Gaussian Processes: A Survey

no code implementations21 Jun 2021 Kalvik Jakkala

Gaussian processes are one of the dominant approaches in Bayesian learning.

Gaussian Processes

Deep CSI Learning for Gait Biometric Sensing and Recognition

1 code implementation6 Feb 2019 Kalvik Jakkala, Arupjyoti Bhuya, Zhi Sun, Pu Wang, Zhuo Cheng

Gait is a person's natural walking style and a complex biological process that is unique to each person.

Denoising Gait Identification

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