A Tutorial Review of Bayesian Optimization with Gaussian Processes to Accelerate Stationary Point Searches. [PDF]
Goswami R.
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Quantum-enhanced generative artificial intelligence: a critical review of classical limitations, complexity barriers, and hybrid quantum-classical architectures. [PDF]
Singh D, J O, G S S.
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Beyond Fixed Thresholds: Optimizing Summaries of Wearable Device Data via Piecewise Linearization of Quantile Functions. [PDF]
Park J, Kok N, Gaynanova I.
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Bridging linguistic reasoning and biophysical reality toward peptide engineering via instruction-tuned language modeling. [PDF]
Yang K, Wu T, Zhang W, Li P.
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Prototype-Based Classifiers and Vector Quantization on a Quantum Computer-Implementing Integer Arithmetic Oracles for Nearest Prototype Search. [PDF]
Engelsberger A +2 more
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Ergodicity and regime recoverability in finite Markov-modulated random walks. [PDF]
Pambukyan A, Saudagar AKJ, Kumar S.
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Oracle is the market leader in database sales and the world's second largest software maker. In addition, Oracle creates industry award-winning, Web-based corporate applications, business intelligence tools, server management tools, and development tools.
Jeremy Ashley, Kristin Desmond
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Generic oracles and oracle classes
28th Annual Symposium on Foundations of Computer Science (sfcs 1987), 1987In this paper, we examine various complexity issues relative to an oracle for a generic set in order to determine which are the more "natural" conjectures for these issues. Generic oracle results should be viewed as parallels to random oracle results, as in [BG]; the two are in many ways related, but, as we shall exhibit, not equivalent.
Manuel Blum, Russell Impagliazzo
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Decision Oracles are Equivalent to Matching Oracles
1999One of the key directions in complexity theory which has also filtered through to cryptographic research, is the effort to classify related but seemingly distinct notions. Separation or reduction arguments are the basic means for this classification.
Helena Handschuh +2 more
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We describe a general way of building logics with Lindstrom quantifiers, which capture regular complexity classes on ordered structures with polysize reductions. We then extend this method so as to accommodate complexity classes based on oracle Turing machines.
Johann A. Makowsky, Y. B. Pnueli
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