This paper presents and compares a new algorithm for finding the number of factors in a data analytic model. After we describe the new method, called NUMFACT, we compare it with standard methods for finding the number of factors to use in a model. The standard methods that we compare NUM...
Thus parallelism will be a key factor for evaluating different algorithms, as algorithms with better parallelism can operate the same number of function evaluations in shorter time with parallel computing devices. Which is of little significance in serial era when algorithms are always compared under ...
Given a number N, the output should be the all the prime numbers which is less than N. The solution is calledSieve of Eratosthenes: First of all, we assume all the number from 2 to N are prime number (0 & 1 is not Prime number). According to the Primse number defination that Prim...
Finding the ground state of a quantum many-body system is a fundamental problem in quantum physics. In this work, we give a classical machine learning (ML) algorithm for predicting ground state properties with an inductive bias encoding geometric localit
For example, the classical method for determining optimal hyperparameters in the GP is the conjugate gradient method; however, this method has a strong dependence on the initial iteration value and the number of iterations and can result in local optima. These defects have primarily limited the ...
2537.Count-the-Number-of-Good-Subarrays (M+) 3298.Count-Substrings-That-Can-Be-Rearranged-to-Contain-a-String-II (M+) 3306.Count-of-Substrings-Containing-Every-Vowel-and-K-Consonants-II (H-) Two pointers for two sequences 986.Interval-List-Intersections (M) 1229.Meeting-Scheduler (M+...
Study the pricing patterns, develop a theoretical model of price formation and create an algorithm creating as much factors affecting pricing as possible. In my opinion, this method is even more complicated than machine learning, but I think it is real as well. Such an algorithm will improve ...
at MaiMemo Inc., where I am chiefly responsible for developing the spaced repetition algorithm within MaiMemo's language learning app. For a detailed account of my academic journey leading to the publication of these papers, please refer toHow did I publish a paper in ACM...
and thus cannot be stored in a buffer. Other factors that support the use of NWFSSP include the ability to achieve lean production and reduce work-in-process inventory3. Moreover, the NWFSSP problem is classified under the NP-hard problem category, and it is considered one of the most cha...
While the CONCERTO subgraph and forwarding factors are computed using the MORE algorithm, we used original reliable transport mechanisms to determine when additional transmissions are required and when to stop sending network coded packets. These mechanisms are discussed in Section 5. View chapter Book ...