581 research outputs found
On approximations by trigonometric polynomials of classes of functions defined by moduli of smoothness
In this paper, we give a characterization of Nikol'ski\u{\i}-Besov type
classes of functions, given by integral representations of moduli of
smoothness, in terms of series over the moduli of smoothness. Also, necessary
and sufficient conditions in terms of monotone or lacunary Fourier coefficients
for a function to belong to a such a class are given. In order to prove our
results, we make use of certain recent reverse Copson- and Leindler-type
inequalities.Comment: 18 pages. arXiv admin note: substantial text overlap with
arXiv:1208.612
Investigating the Effects of Word Substitution Errors on Sentence Embeddings
A key initial step in several natural language processing (NLP) tasks
involves embedding phrases of text to vectors of real numbers that preserve
semantic meaning. To that end, several methods have been recently proposed with
impressive results on semantic similarity tasks. However, all of these
approaches assume that perfect transcripts are available when generating the
embeddings. While this is a reasonable assumption for analysis of written text,
it is limiting for analysis of transcribed text. In this paper we investigate
the effects of word substitution errors, such as those coming from automatic
speech recognition errors (ASR), on several state-of-the-art sentence embedding
methods. To do this, we propose a new simulator that allows the experimenter to
induce ASR-plausible word substitution errors in a corpus at a desired word
error rate. We use this simulator to evaluate the robustness of several
sentence embedding methods. Our results show that pre-trained neural sentence
encoders are both robust to ASR errors and perform well on textual similarity
tasks after errors are introduced. Meanwhile, unweighted averages of word
vectors perform well with perfect transcriptions, but their performance
degrades rapidly on textual similarity tasks for text with word substitution
errors.Comment: 4 Pages, 2 figures. Copyright IEEE 2019. Accepted and to appear in
the Proceedings of the 44th International Conference on Acoustics, Speech,
and Signal Processing 2019 (IEEE-ICASSP-2019), May 12-17 in Brighton, U.K.
Personal use of this material is permitted. However, permission to
reprint/republish this material must be obtained from the IEE
Some reverse -type inequalities involving certain quasi monotone sequences
In this paper, we give some -type inequalities about sequences
satisfying certain quasi monotone type properties. As special cases, reverse
-type inequalities for non-negative decreasing sequences are obtained. The
inequalities are closely related to Copson's and Leindler's inequalities, but
the sign of the inequalities is reversed.Comment: 7 pages, Communicated in the Eighth Congress of Romanian
Mathematicians, Iasi, Romania, 201
H3F3A (Histone 3.3) G34W Immunohistochemistry: A Reliable Marker Defining Benign and Malignant Giant Cell Tumor of Bone
Giant cell tumor of bone (GCTB) is a locally aggressive subarticular tumor. Having recently reported that H3.3 G34W mutations are characteristic of this tumor type, we have now investigated the sensitivity and specificity of the anti-histone H3.3 G34W rabbit monoclonal antibody in a wide variety of tumors including histologic mimics of GCTB to assess its value as a diagnostic marker. We also determined the incidence of H3.3 G34 mutations in primary malignant bone tumors as assessed by genotype and H3.3 G34W immunostaining. A total of 3163 tumors were tested. Totally, 213/235 GCTB (90.6%) showed nuclear H3.3 p.G34W immunoreactivity. This was not the case for the rare variants, p.G34L, M, and V, which occurred most commonly in the small bones of the hands, patella, and the axial skeleton. If these sites were excluded from the analysis, H3.3 G34W expression was found in 97.8% of GCTB. Malignant bone tumors initially classified as osteosarcomas were the only other lesions (n=11) that showed G34W expression. Notably an additional 2 previously reported osteosarcomas with a p.G34R mutation were not immunoreactive for the antibody. A total of 11/13 of these malignant H3.3-mutant tumors exhibited an osteoclast-rich component: when imaging was available all but one presented at a subarticular site. We propose that subarticular primary malignant bone sarcoma with H3.3 mutations represent true malignant GCTB, even in the absence of a benign GCTB component
- …
