72 citations · 107 across the 15 of their papers we have counts for
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eess.SP2023
OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework
Cheng-Wei Ching, Chirag Gupta, Zi Huang +1
Compressed data aggregation (CDA) over wireless sensor networks (WSNs) is task-specific and subject to environmental changes. However, the existing compressed data aggregation (CDA…
cs.LG2023
Parity Calibration
Youngseog Chung, Aaron Rumack, Chirag Gupta
In a sequential regression setting, a decision-maker may be primarily concerned with whether the future observation will increase or decrease compared to the current one, rather th…
cs.LG2023
Online Platt Scaling with Calibeating
Chirag Gupta, Aaditya Ramdas
We present an online post-hoc calibration method, called Online Platt Scaling (OPS), which combines the Platt scaling technique with online logistic regression. We demonstrate that…