衍生
发表于 2025-3-25 07:04:11
Support Vector Inductive Logic Programming,ound knowledge, though the final combining function for the ILP-learned clauses is an SVM rather than a logical conjunction. We evaluate SVILP empirically against related approaches, including an industry-standard toxin predictor called TOPKAT. Evaluation is conducted on a new broad-ranging toxicity
BACLE
发表于 2025-3-25 09:32:14
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Ferritin
发表于 2025-3-25 12:20:12
The Structure of Version Space,r case of linear classifiers we show that classifiers found by the classical p erceptron algorithm have guarantees bounded by the size of version space. These results are complemented with an empirical study for kernel classifiers on the task of handwritten digit recognition which demonstrates that
傲慢物
发表于 2025-3-25 16:00:04
A Bayesian Approach to Causal Discovery,usal Markov condition, but the two differ significantly in theory and practice. An important difference between the approaches is that the constraint-based approach uses categorical information about conditional-independence constraints in the domain, whereas the Bayesian approach weighs the degree
institute
发表于 2025-3-25 23:37:32
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花束
发表于 2025-3-26 00:45:46
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Jargon
发表于 2025-3-26 07:11:06
N-1 Experiments Suffice to Determine the Causal Relations Among N Variables, N - 1 experiments suffice to determine the causal relations among N>2 variables when each experiment randomizes at most one variable. We show the same bound holds for adaptive learners, but does not hold for N > 4 when each experiment can simultaneously randomize more than one variable. This bound
hedonic
发表于 2025-3-26 09:42:04
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antenna
发表于 2025-3-26 15:12:48
Neural Probabilistic Language Models,difficult because of the .: a word sequence on which the model will be tested is likely to be different from all the word sequences seen during training. Traditional but very successful approaches based on n-grams obtain generalization by concatenating very short overlapping sequences seen in the tr
SMART
发表于 2025-3-26 18:30:53
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