Doctoral Theses: Recent submissions
Now showing items 4-6 of 22744
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From Data, to Models, and Back: Making Machine Learning Predictably Reliable
(Massachusetts Institute of Technology, 2025-02)Machine learning systems exhibit impressive performance, but we currently lack scalable ways to anticipate their successes, failure modes, and biases. This position limits our ability to deploy these systems in the appropriate ... -
ΔB₀ Field Control in High Field MRI with Local Multcoil Shim Arrays
(Massachusetts Institute of Technology, 2025-02)Local multicoil ΔB₀ shim arrays enable low-cost, simple to fabricate, and physically small, static magnetic field control in magnetic resonance imaging. The presented thesis will show frameworks for coil current calculation ... -
Non-orthogonal multiple access using guessing random additive noise decoding aided macrosymbols
(Massachusetts Institute of Technology, 2025-02)We propose guessing random additive noise decoding-aided macrosymbols (GRANDAM) as a nonorthogonal multiple access (NOMA) method that can detect, error correct, and decode multiple users in multiple input multiple output ...