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Showing 1 to 2 of 2 for “"Objective gap"”.
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Self-supervision strategies for post-ASR error correction in clinical domain.
… advancements in ASR applications, there is a gap in the literature addressing the correction of transcription errors in scenarios with limited domain-specific data. Current models heavily rely on extensive training datasets, which may not always be available in specialised fields such as …
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New Theory and Algorithms for Convex Optimization with Non-Standard Structures
… methods are based — specifically, the objective function, despite being convex, is neither Lipschitz nor has Lipschitz-gradient on the feasible region. The purpose of this thesis is to propose new optimization models for these “non-standard” problems, develop new first-order methods to …