Tag: machine-learning

29 Introductory material for quantum machine learning 2018-05-26T23:24:51.823

24 Quantum machine learning after Ewin Tang 2019-02-19T14:21:14.933

23 Is there any potential application of quantum computers in machine learning or AI? 2018-03-19T18:06:32.863

15 Will deep learning neural networks run on quantum computers? 2018-03-28T19:04:30.763

12 Embedding classical information into norm of a quantum state 2018-05-27T14:57:49.413

12 Are there any examples of anyone applying quantum algorithms to problems in computational biology? 2018-09-05T17:29:06.417

10 Can quantum computing contribute to the development of artificial intelligence? 2019-10-01T13:29:22.533

9 Where can I find example circuits to learn from? 2018-05-31T16:18:59.457

8 Can quantum computing speed up Bayesian learning? 2018-03-30T04:12:01.383

8 Comparing method of differentiation in variational quantum circuit 2021-01-07T10:14:55.517

7 Gradient boosting akin to XGBoost using a quantum device 2018-05-15T04:25:47.303

7 What are the differences between the IBM machines? 2020-08-14T11:51:24.867

7 What is the advantage of quantum machine learning over traditional machine learning? 2020-09-01T00:45:58.217

6 What do "$i$-th basic network", "quantum multiplexers" and "quantum parallelism" mean in this context? How are they beneficial? 2018-06-04T05:46:40.623

6 Distance calcluation between two vectors 2019-08-20T18:58:42.527

5 What are some of the interesting problems whose solutions have been proposed using quantum neural networks? 2018-05-29T14:59:11.487

5 Is quantum backpropagation faster than classical backpropagation? 2018-11-14T10:07:02.617

5 How to build a quantum circuit representing the Ising Model? 2019-04-19T18:55:50.223

5 How to encode MNIST data set on a quantum circuit to study supervised learning with QNN? 2019-05-24T05:11:32.660

5 Pennylane and Qiskit for quantum machine learning 2019-11-22T18:05:26.490

5 New Hybrid-HHL algorithm vs VQLS 2020-05-08T03:35:19.447

5 How many samples are required to estimate the probabilities of a state? 2020-06-14T15:24:25.540

5 How to learn parameters in a quantum circuit, given an interference pattern? 2020-11-12T09:19:08.363

5 Are there quantum algorithms demonstrating speedup computing classical neural networks (in 2021)? 2021-01-02T22:21:50.193

4 How to recognize if a paper is talking about quantum annealing or gate logic? 2019-02-01T11:17:17.193

4 Why does $x\sqrt{1-x^2}$ enhance the ability to approximate analytical functions in quantum circuit learning? 2019-02-08T14:36:24.967

4 How to study quantum machine learning? 2019-02-22T19:42:04.047

4 What language is more suitable for quantum machine learning algorithms? 2019-03-06T02:27:07.813

4 Low-dimensional data and quantum machine learning 2019-11-17T12:51:48.167

4 Quantum PCA State Preparation 2020-01-30T17:53:51.907

4 How to decompose a multi-target controlled gate? 2020-03-13T18:44:30.337

4 Quantum NN vs Quantum-Inspired NN 2020-05-25T21:09:07.253

4 What are the benefits of using quantum machine learning? 2020-08-17T15:11:37.987

4 What does the quantum part of the quantum support vector machine actually do? 2021-01-23T15:59:27.110

3 Quantum Optimization via Quantum Label Classification in Quantum Circuits 2019-06-27T04:43:52.423

3 Quantum speedup in Bayesian machine learning on NISQ computers 2019-12-25T18:08:09.917

3 Quantum Principal Component analysis by Seth Lloyd 2020-01-15T22:28:21.057

3 Variances of the principal components in Ewin Tang's PCA algorithm 2020-02-07T02:25:50.790

3 QML: "Quantum Data loader" instead of QRAM? 2020-04-06T19:17:02.900

3 Is there a "parameterized initialization" that I can apply to a QuantumRegister to re-use a circuit? 2020-06-11T12:17:22.847

3 How is back-propagation done in "Transfer learning in hybrid classical-quantum neural networks" 2020-06-18T13:08:42.353

3 Quantum Circuit To Compute Any Inner Product 2020-07-06T05:17:57.950

3 What is the advantage of QSVM over the classical SVM? 2020-09-10T04:36:20.633

3 Quantum Boltzmann machine: How do you sample from the Boltzmann distribution on a quantum computer? 2020-11-11T16:34:54.433

3 Getting started with Quantum Machine Learning 2020-12-21T15:24:01.777

3 Calculating Dot Product of Two States 2021-01-04T07:27:47.860

2 Swap Test for vector difference - how are different sized inputs combined? 2019-03-16T11:46:32.233

2 How to run quantum SVM algorithm from Qiskit in real IBM Quantum Computer using IBMQ? 2019-06-01T03:32:44.193

2 Software for implementing Quantum Machine Learning 2020-02-25T04:06:33.183

2 Is Industry or PhD programs best for someone wanting to go to quantum machine learning? 2020-02-26T05:14:17.770

2 How is data encoded in a quantum neural network? 2020-04-01T12:43:56.370

2 What does the maximum of a Hamiltonian means (in a particular paper)? 2020-04-06T12:57:27.337

2 What Are The Most Promising Real-World Applications For Quantum Machine Learning 2020-04-13T13:54:43.853

2 How Mature is the Tensorflow Quantum Library 2020-04-13T15:13:27.563

2 Will NISQ based algorithms be useful in fault-tolerant Quantum computers? 2020-05-02T22:52:21.667

2 How to turn off multiprocessing in TensorFlow Quantum 2020-06-04T16:57:05.887

2 Q# Error: No namespace with the name "Microsoft.Quantum.MachineLearning" exists 2020-06-17T10:59:45.997

2 What's the relationship between output of qubit measurements and classification of data in Quantum Machine Learning? 2020-06-21T09:42:44.493

2 Calculating gradient of a gate using Parameter shift rule 2020-08-06T07:21:50.513

2 Quantum Circuit Optimization with Machine Learning 2020-09-14T16:24:03.300

2 Quantum Machine Learning in NISQ era 2021-02-05T17:02:05.933

1 Can quantum annealing be used for training convolutional neural networks? 2019-01-08T07:15:46.363

1 Reinforcement learning with a quantum agent 2019-05-27T20:42:24.957

1 How to plot decision boundary with support vectors when running quantum SVM algorithm? 2019-05-30T04:14:24.293

1 Encoding Binary Data into Quantum Basis 2019-07-07T21:08:31.757

1 Transfer trained machine learning model 2019-10-05T04:32:36.563

1 What are the mathematical prerequisites to study machine learning on quantum computers? 2020-02-24T17:10:04.303

1 Can We Currently Import Quantum Datasets (Datasets Containing Quantum Data) Onto NISQ-era Quantum Computers? 2020-04-29T16:01:02.323

1 Initial assumption of the unitary that allows us to estimate the label function 2020-06-01T18:48:15.453

1 IBM Q Experience - Can it be used draw out ML inferences? 2020-06-02T01:53:01.967

1 How do you decide which rotations to use in a Quantum Machine Learning model? 2020-06-19T21:36:59.523

1 Quantum-Assisted Neural Network Training (Is my design reasonable?) 2020-07-10T10:34:49.210

0 Does anyone know how to get a list of all the Qiskit ML datasets, and if they can also be used for classical machine learning? 2020-02-10T01:15:30.930

0 Quantum Noise Dataset 2020-02-25T18:43:40.493

0 Understanding SGD on a Quantum Circuit 2020-03-11T19:21:42.490

0 Why is Farhi and Neven's architecture described in "Classification with Quantum Neural Network on near term processors" called a Neural Network? 2020-05-27T12:54:21.773

0 Question About Measuring an Operator For Quantum Neural Network Paper 2020-05-31T06:43:54.333