How To Read Research Papers

Energy and Flow Effects of Optimal Automated Driving in Mixed Traffic: Vehicle-in-the-Loop Experimental Results. (arXiv:2009.07872v1 [eess.SY])
This paper experimentally demonstrates the effectiveness of an anticipative car-following algorithm in reducing energy use of gasoline engine and electric...

Using Sensory Time-cue to enable Unsupervised Multimodal Meta-learning. (arXiv:2009.07879v1 [cs.CV])
As data from IoT (Internet of Things) sensors become ubiquitous, state-of-the-art machine learning algorithms face many challenges on directly using...

(Un)clear and (In)conspicuous: The right to opt-out of sale under CCPA. (arXiv:2009.07884v1 [cs.CR])
The California Consumer Privacy Act (CCPA)---which began enforcement on July 1, 2020---grants California users the affirmative right to opt-out of...

Transfer Learning in Deep Reinforcement Learning: A Survey. (arXiv:2009.07888v1 [cs.LG])
This paper surveys the field of transfer learning in the problem setting of Reinforcement Learning (RL). RL has been the...

Image Separation with Side Information: A Connected Auto-Encoders Based Approach. (arXiv:2009.07889v1 [eess.IV])
X-radiography (X-ray imaging) is a widely used imaging technique in art investigation. It can provide information about the condition of...

Control coordination between DFIG-based wind turbines and synchronous generators for optimal primary frequency response. (arXiv:2009.07890v1 [eess.SY])
This paper proposes a novel coordinating mechanism between synchronous generators (SGs) and wind turbines (WTs) based on doubly-fed induction generators...

SwarmCCO: Probabilistic Reactive Collision Avoidance for Quadrotor Swarms under Uncertainty. (arXiv:2009.07894v1 [cs.RO])
We present decentralized collision avoidance algorithms for quadrotor swarms operating under uncertain state estimation. Our approach exploits the differential flatness...

A categorical duality for algebras of partial functions. (arXiv:2009.07895v1 [math.RA])
We prove a categorical duality between a class of abstract algebras of partial functions and a class of (small) topological...

Captum: A unified and generic model interpretability library for PyTorch. (arXiv:2009.07896v1 [cs.LG])
In this paper we introduce a novel, unified, open-source model interpretability library for PyTorch [12]. The library contains generic implementations...

Bayesian phase estimation with adaptive grid refinement. (arXiv:2009.07898v1 [quant-ph])
We introduce a novel Bayesian phase estimation technique based on adaptive grid refinement method. This method automatically chooses the number...

Comparison Lift: Bandit-based Experimentation System for Online Advertising. (arXiv:2009.07899v1 [cs.LG])
Comparison Lift is an experimentation-as-a-service (EaaS) application for testing online advertising audiences and creatives at JD.com. Unlike many other EaaS...

Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW. (arXiv:2009.07907v1 [cs.LG])
Over the last decade, time series motif discovery has emerged as a useful primitive for many downstream analytical tasks, including...

WarpCore: A Library for fast Hash Tables on GPUs. (arXiv:2009.07914v1 [cs.DC])
Hash tables are ubiquitous. Properties such as an amortized constant time complexity for insertion and querying as well as a...

Causal Discovery for Causal Bandits utilizing Separating Sets. (arXiv:2009.07916v1 [cs.AI])
The Causal Bandit is a variant of the classic Bandit problem where an agent must identify the best action in...

Hiding in Plain Sight: A Measurement and Analysis of Kids' Exposure to Malicious URLs on YouTube. (arXiv:2009.07923v1 [cs.SI])
The Internet has become an essential part of children's and adolescents' daily life. Social media platforms are used as educational...

Competitive Ratios for Online Multi-capacity Ridesharing. (arXiv:2009.07925v1 [cs.AI])
In multi-capacity ridesharing, multiple requests (e.g., customers, food items, parcels) with different origin and destination pairs travel in one resource....

Improving Delay Based Reservoir Computing via Eigenvalue Analysis. (arXiv:2009.07928v1 [cs.LG])
We analyze the reservoir computation capability of the Lang-Kobayashi system by comparing the numerically computed recall capabilities and the eigenvalue...

Exploration of Fine-Grained Parallelism for Load Balancing Eager K-truss on GPU and CPU. (arXiv:2009.07929v1 [cs.DC])
In this work we present a performance exploration on Eager K-truss, a linear-algebraic formulation of the K-truss graph algorithm. We...

On Weak Flexibility in Planar Graphs. (arXiv:2009.07932v1 [math.CO])
Recently, Dvo\v{r}\'ak, Norin, and Postle introduced flexibility as an extension of list coloring on graphs [JGT 19']. In this new...

Towards an Objective Metric for thePerformance of Exact Triangle Count. (arXiv:2009.07935v1 [cs.PF])
The performance of graph algorithms is often measured in terms of the number of traversed edges per second (TEPS). However,...


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