• Publications
  • Influence
Headline Generation: Learning from Decomposable Document Titles
TLDR
A novel method for generating titles for unstructured text documents is proposed and the results of a randomized double-blind trial in which subjects were unaware of which titles were human or machine-generated are presented.
R-UNIMP: SOLUTION FOR KDDCUP 2021 MAG240M-LSC
The MAG240M-LSC track on KDD Cup 2021 invites participants to deploy a graph neural network for node-level prediction over a large-scale citation network. MAG240M-LSC is a heterogeneous academic
V OLUMETRIC 3 D PRINTING OF ELASTOMERS BY TOMOGRAPHIC BACK-PROJECTION
Most additive manufacturing methods such as fused-deposition modelling, selective laser melting or stereolithography create objects sequentially one layer at a time. This type of process imposes
TOWARDS COUNTERING HATE SPEECH AGAINST JOURNALISTS ON SOCIAL MEDIA
The damaging effects of hate speech on social media are evident during the last few years, and several organizations, researchers and social media platforms tried to harness them in various ways.
Communication-Efficient Federated Learning with Sketching
TLDR
This paper introduces a novel algorithm, called FedSketchedSGD, which compresses model updates using a Count Sketch, and then takes advantage of the mergeability of sketches to combine model updates from many workers.
EVOLVING SELF-TAUGHT NEURAL NETWORKS: THE BALDWIN EFFECT AND THE EMERGENCE OF INTELLIGENCE
The so-called Baldwin Effect generally says how learning, as a form of ontogenetic adaptation, can influence the process of phylogenetic adaptation, or evolution. This idea has also been taken into
THE RANDOM PERIODIC SOLUTION OF A STOCHASTIC DIFFERENTIAL EQUATION WITH A MONOTONE DRIFT AND ITS NUMERICAL APPROXIMATION
In this paper we study the existence and uniqueness of the random periodic solution for a stochastic differential equation with an one-sided Lipschitz condition (also known as monotonicity condition)
TIME SERIES EVENT CORRELATION
Data driven decision making is becoming increasingly an important aspect for successful business execution. More and more organizations are moving towards taking informed decisions based on the data
PRESIDENTIAL ELECTION IN BELARUS
Independent sociological polls are forbidden in Belarus. Online polls performed without sound scientific rigour do not yield representative results. Yet, both inside and outside Belarus it is of
2 Modeling Framework and Problem Statement
Safety against thermal failures is crucial in battery systems. Real-time thermal diagnostics can be a key enabler of such safer batteries. Thermal fault diagnostics in large format pouch or prismatic
...
1
2
3
4
5
...