Efficient and robust estimation of non|classical effects in quantum ...

In theoretical physics, quantum field theory (QFT) is a theoretical framework that combines classical field theory, special relativity, and quantum ...

An efficient quantum algorithm for spectral estimation - DSpace@MIT

We expect the developed methods to provide valuable novel primitives to be used in other quantum algorithms as well. 2. The classical matrix ...

Invited Talks - Quantum-Thermodynamics Conference

To what extent can quantum theory, with its underlying linear, unitary dynamics, be used to efficiently simulate the nonlinear, non-unitary differential ...

Efficiency of quantum vs. classical annealing in nonconvex ... - PNAS

Quantum annealers aim at solving nonconvex optimization prob- lems by exploiting cooperative tunneling effects to escape local minima.

Finding quantum effects in strong classical potentials

Theory developed from quantum electrodynamics, together with dedicated experimental efforts, offer the best controllable context to establish a ...

Optimal doubly robust estimation of heterogeneous causal effects

... regression (Nie & Wager 2017, Robinson 1998). We show that this estimator is oracle efficient under weaker conditions than the first estimator ...

Can classical machine learning algorithms handle high dimensions ...

In contrast, quantum algorithms for PDEs with uncertain coefficients offer enhanced efficiency in handling uncertainties in various regimes, outperforming ...

(PDF) Energy-scales convergence for optimal and robust quantum ...

In this work, we employ an efficient technique to estimate energy transfer efficiency of such complex excitonic systems. ... effect guarantees that the energy ...

NeurIPS 2024 Schedule

... effects · Latent Plan Transformer: Planning as Latent Variable Inference ... Efficient and Single-Stage Referring 3D Instance Segmentation · Leveraging ...

Non-Markovian effects on the performance of a quantum Otto ...

Quantum thermodynamics is an important infrastructure for developing and performing many tasks in quantum technologies. In this paper, we propose a model ...

Timeline of quantum computing and communication - Wikipedia

... efficiently than any classical computer. Ethan Bernstein and Umesh Vazirani ... Quantum effects are demonstrated across tens of nanometers. Light ...

Journal of Machine Learning Research

Xiaofeng Cao, Yaming Guo, Heng Tao Shen, Ivor W. Tsang, James T. Kwok, 2024. [abs][pdf][bib]. Robust Principal Component Analysis using Density Power Divergence ...

ICML 2024 Papers

An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation ... Doubly Robust Causal Effect Estimation under Networked ...

NeurIPS 2024 Papers

A Robust Mixed-Effects Bandit Algorithm for Assessing Mobile Health Interventions · PANORAMIA: Efficient Privacy Auditing of Machine Learning Models without ...

Master's in Computer Science | Computer & Data Science Online

The Church-Turing Thesis and Classical Probability Theory · The Basic Rules of Quantum Mechanics · Quantum Gates and Circuits · The Zeno Effect and Elitzur-Vaidman ...

Verified Carbon Standard - Verra

Verra's VCS Program includes robust, science-based emission quantification ... These labels can indicate a project's compliance with non-VCS standards ...

What Is Machine Learning (ML)? - IBM

Classical, or "non-deep," machine learning is more dependent on human ... Gathering sufficient data and having a system robust enough to run it might also be a ...

Is it ever reasonable to conclude that the laws of nature have been ...

Alternatively, I could conclude that the sphere is embedded in a deviant spacetime region, or is subject to quantum ... non-starter. As for ...

2024 ISC2 Cybersecurity Workforce Study

... non-IT position. Embracing this diversity of entry pathways could ... Quantum computing is also a concern, ranked second after AI and ...

Latest News, Events and more from EFFECT Photonics

Cloud computing offers scalable and flexible IT resources over the Internet, allowing businesses to avoid the upfront cost and complexity of owning and ...