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Generalisations
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50 documents available in our comprehensive collection of Generalisations resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Out-of-Distribution Generalization (Intro_of_OoD.pdf)
2.64 MBEN 30 pages
Dinghuai Zhang discusses "spurious" correlation, "true label" and "spurious label", and references GroupDRO and the paper "DISTRIBUTIONALLY ROBUST NEURAL...
Penultimate (Analytic Philosophy - Generics Content and Cognitive Bias.pdf)
78 KBEN 19 pages
Paradigm generics communicate strong generalizations, but some generics appear to express weak generalizations, such as "Mosquitoes carry the West Nile virus"...
Networks of Relations: Distributed Learning and Generalization (etr071.pdf)
114 KBEN 6 pages
Networks of Relations for Representation, Learning, and Generalization propose knowledge representation as a network of relations between variables, distributing relationships and encoding past experiences. This distributed system functions as an associative memory, utilizing an...
Instance-Based Generalization in Reinforcement Learning (2011.01089.pdf)
780 KBEN 21 pages
Agents trained via deep reinforcement learning (RL) fail to generalize to unseen environments despite sharing the same underlying dynamics as the training...
BanditMTL: Bandit-based Multi-task Learning for Text Classification (2021.acl-long.428.pdf)
1.5 MBEN 11 pages
By effectively regularizing tasks, BanditMTL aims to improve the generalization of MTL models.
slides (bguedj-talk-2021-chalmers.pdf)
3.7 MBEN 39 pages
Benjamin Guedj discusses generalisation and learning, specifically PAC-Bayes, with a background in pure mathematics and statistics.
“The Slovenian orphan accusative, component interfaces, and covert grammatical categories” (slovenian-orphan-accusative.pdf)
450 KBEN 6 pages
Perlmutter and Orelli (1973) observe that Slovenian exhibits certain syntactic phenomena and propose that these generalizations explain the appearance of the...
groth2fib.pdf (groth2fib.pdf)
806 KBEN 89 pages
The main purpose of this work is to describe a generalization of the Grothendieck construction for pseudofunctors, providing a biequivalence between the...
Exotic Configuration Spaces (st_2023_05_05.pdf)
164 KBEN 1 page
Exotic configuration spaces are generalizations of usual configuration spaces, considering collections of points marked by different "colours" with permitted...
Modeling a network of morphological constructions with locative prefixoids on a micro-, meso-, and macro-level (ICLC16_paper_172.pdf)
121 KBEN 2 pages
The study demonstrates the significance of both types of links to account for generalizations and novel coinages, using Traugott's concept of micro-, meso-,...
Metarule Constraints (P83-1004.pdf)
516 KBEN 6 pages
Metagrammatical formalisms combining context-free phrase structure rules and metarules (MPS grammars) allow concise statement of generalizations about natural...
https://www.jmlr.org/papers/volume11/cawley10a/cawley10a.pdf (cawley10a.pdf)
741 KBEN 29 pages
Model selection strategies for machine learning algorithms can lead to over-fitting, resulting in poor generalisation performance, and subsequent selection bias...
k-Buffer Rendering (i3d2007.pdf)
5.46 MBEN 8 pages
The k-buffer is a generalization of the Z-buffer that captures multiple fragments per pixel, enabling efficient implementation of various graphics algorithms...
Download (plajner-0490309.pdf)
482 KBEN 12 pages
The authors propose a generalization of a previously used algorithm for parameter learning of Bayesian Networks under monotonicity conditions, allowing both...
printer (po-f01-handout4.pdf)
2.57 MBEN 8 pages
Markov Decision Processes (MDPs) are a generalization of classical planning, used for temporal planning, numeric planning, and probabilistic planning.
AIDA Lecture 4 (4-Supervised-Learning-Multi-Class-Classification-and-Generalization-AIDA-School-Morris-Riedel.pdf)
8.99 MBEN 50 pages
Lecture 4 covers Supervised Learning, Multi-Class Classification, and Generalization, including topics such as the role of deep learning frameworks,...
Merge-and-Shrink (po-e09-handout4.pdf)
282 KBEN 11 pages
Merge-and-shrink abstractions are a class of abstractions that can be seen as a proper generalization of pattern databases, able to do everything pattern...
First Degree Entailment (fde-symmetry-paradox.pdf)
105 KBEN 13 pages
First Degree Entailment (FDE) is a logic that allows for truth value gaps and gluts, and can be defined as a generalization of classical two-valued logic.
Assessing Language Models (2021.blackboxnlp-1.26.pdf)
451 KBEN 13 pages
Researchers investigated the generalization capacity of pre-trained language models in Japanese Natural Language Inference (NLI) tasks using a newly created...
Give Jantjes a Chance: A Response to Rory Bester (ASAI_Word-View_Mario-Pissarra_Give-Jantjes-a-chance_2006.pdf)
45 KBEN 2 pages
Mario Pissarra argues that Gavin Jantjes, despite criticism and a prolonged absence, deserves a chance, encouraging a nuanced approach to evaluating artists' contributions rather than generalizations based on demographics or history.
français (11e_Colloque_prog.pdf)
33 KBFR 1 page
Colloque professionnel Ipse sur la généralisation de la complémentaire santé, avec des allocutions, tables rondes et débats sur les enjeux et les rôles des...
SemSup-XC (2301.11309.pdf)
1.11 MBEN 20 pages
SemSup-XC achieves state-of-the-art results in zero-shot and few-shot extreme classification. It uses semantic class descriptions and a hybrid matching module for generalization. Trained with contrastive learning, it outperforms existing models.
Quantum Subgroup Reconstruction (HRT.stoc00.pdf)
814 KBEN 9 pages
The Hidden Subgroup Problem is a foundation of many quantum algorithms, with an efficient solution known for Abelian groups, used in Simon's and Shor's...
Bidford Migration (LPS-98-2017-GEARY-pp.-74-86.pdf)
4.82 MBEN 13 pages
A study of Bidford-on-Avon, Warwickshire, using census enumerators' books from 1841-1891, examines migration to and from the village, confirming...
InstructRL Model (2210.13431.pdf)
1.58 MBEN 16 pages
Researchers propose InstructRL, a method using a multimodal transformer to encode visual observations and language instructions, and a transformer-based policy...
Learning to Select Cuts for Efficient Mixed-Integer Programming (2105.13645.pdf)
571 KBEN 33 pages
Cutting plane methods are crucial in solving mixed-integer programming (MIP) problems, and proper cut selection can significantly reduce computational burden.
Read more (28.pdf)
1.81 MBEN 13 pages
Researchers found widespread label errors in test sets of 10 commonly-used datasets, estimating an average of 3.4% errors, with 2916 errors in the ImageNet...
Blind Men (04fad4_1431ad9736744be28ebb1dc4e0305f4f.pdf)
362 KBEN 1 page
It is used to describe situations where people have different interpretations due to limited perspectives.
Navier-Stokes Dynamics (dynamical_systems.pdf)
631 KBEN 41 pages
It covers invariant manifolds and Lyapunov functions, and their application to the two-dimensional Navier-Stokes equation, showing that solutions with...
Fréchet Derivative Approximation (paper6.pdf)
273 KBEN 16 pages
The Fréchet derivative of a matrix function f at A in the direction E can be approximated by Im f(A + ihE)/h for some suitably small h, which is a...
Deep Network Theory (CBMM_Memo_100_v3.pdf)
1.31 MBEN 10 pages
Deep learning is successful in many applications, but its theoretical understanding lags behind.
Active Model Adaptation Under Unknown Shift. (kdd22-auto.pdf)
1.23 MBEN 9 pages
Machine learning models typically rely on a fixed distribution, but data distribution shift is commonly observed in real-world practice due to unforeseen...
Topological Field Theory (icm.pdf)
387 KBEN 26 pages
It introduces the Batalin-Vilkovisky formalism and discusses smooth graded manifolds, providing a brief overview of the theory.
Diachronic Analysis of Morphological Change: A Case Study of German Nominalization Patterns (what_drives_morphological_change_fin.pdf)
512 KBEN 17 pages
Document en en
Fermion Entanglement (2206.06509.pdf)
4.18 MBEN 27 pages
Researchers introduce an inhomogeneous model of free fermions on a (D-1)-dimensional lattice with D(D-1)/2 continuous parameters controlling hopping strength...
Neural Task Graphs (Huang_Neural_Task_Graphs_Generalizing_to_Unseen_Tasks_From_a_Single_CVPR_2019_paper.pdf)
1.78 MBEN 10 pages
Neural Task Graph (NTG) Networks are proposed to generalize to unseen tasks from a single video demonstration, incorporating compositionality into the model to...
Phishing Detection (article_5457_e98d5574ea195e85901970ce6288ecdb.pdf)
455 KBEN 15 pages
Phishing is a social engineering technique used to deceive users, with phishing attacks costing the US billions of dollars annually.
Demonstration of Supports for Student Reuse and Integration of Knowledge through Modeling (carney-ureel-cscl03.pdf)
35 KBEN 2 pages
The Vmodel software supports students in building knowledge through combination, reuse, and modification of models, with representational and computational...
Fare-Free Transport (2021_Goldberg.pdf)
3.26 MBEN 85 pages
The thesis examines the suspension of fares in public transport in the US during COVID-19, identifying 262 agencies that implemented fare-free public transport...
A_alg_form_part_19.pdf (A_alg_form_part_19.pdf)
25 KBFR 1 page
Donner l’expression littérale développée (formule des parties) de l’aire d’un rectangle ou d’un carré à partir du produit d’un monôme par un polynôme ou de...
ZW and ZX Calculi (KangFeng.pdf)
1.46 MBEN 163 pages
Kang Feng Ng's PhD thesis explores the completeness of the ZW and ZX calculi, diagrammatic languages for quantum theory, under the supervision of Bob Coecke at...
DeepONet (1910.03193.pdf)
740 KBEN 22 pages
DeepONet learns nonlinear operators for identifying differential equations based on the universal approximation theorem of operators, using two sub-networks: a...
English Exam Translation (9ee97657faaa807651e3a857876c0ae3.pdf)
305 KBEN 2 pages
Kate's apartment is impressive, but her own home is not as clean, and her behavior has changed, making her unattractive to potential investors.
Traceback as a method for exploring usage-based second language acquisition (ICLC16_paper_365.pdf)
60 KBEN 1 page
Usage-based theories of language acquisition are gaining traction, with the traceback method being used to explore usage-based language acquisition.
spezial:bib:2011_sksc_fusion.pdf (2011_sksc_fusion.pdf)
1.38 MBEN 8 pages
The authors present a sequential Monte Carlo (SMC) implementation of the intensity filter (iFilter) for multi-target tracking, which estimates the number of...
Generalized Algebraic Data Types and Object-Oriented Programming (gadtoop.pdf)
223 KBEN 20 pages
Generalized algebraic data types (GADTs) have applications in strongly-typed evaluators, generic pretty-printing, and typed LR parsing.
“Rules of allomorphy and syntax-phonology interactions” (RulesOfAllomorphy.pdf)
727 KBEN 6 pages
Arnold M.
Author comments - Rebekah Pratt (12889_2017_4182_AuthorComment_V1.pdf)
179 KBEN 13 pages
Authors respond to reviewer comments on a study about Somali women and men's views on faith-based messages promoting breast and cervical cancer screening.
Перейти к публикации (paper05.pdf)
1.54 MBEN 8 pages
It formulates the problem of learning ontology from a sample of texts and describes the structure of data ontology, including basic level concepts and higher...
http://www.lix.polytechnique.fr/Labo/Samuel.Mimram/docs/mimram_rta2015.pdf (mimram_rta2015.pdf)
513 KBEN 17 pages
The authors introduce a notion of presentation of a category modulo a rewriting system, generalizing traditional techniques of rewriting modulo an equational...
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