Tag: training

12 Design AI for log file analysis 2017-05-03T12:57:36.667

12 How to train a neural network for a round based board game? 2017-05-19T18:38:45.073

11 Which layer in a CNN consumes more training time: convolution layers or fully connected layers? 2018-09-06T23:27:52.350

10 Why initial weights in neural network are randomized? 2017-10-21T06:52:15.723

10 Can some one help me understand this paragraph from Nvidia's progressive gan paper? 2018-06-06T23:27:24.313

9 What are the best known gradient-free training methods for deep learning? 2017-08-24T12:42:23.943

9 Will quantum computing have any kind of effect on the development of AI? 2019-10-06T15:27:10.937

8 What is the name of a human-inspired machine learning approach? 2017-03-31T21:40:51.667

8 Why does 'loss' change depending on the number of epochs chosen? 2017-12-07T14:32:11.810

7 How can action recognition be achieved? 2016-08-09T02:54:33.677

6 What are the state space and the state transition function in AI? 2017-01-06T15:24:53.680

6 Shortening the development time of a neural network 2017-08-02T08:51:55.957

6 Why do neural networks trained on identical datasets and with identical hyper-parameters have different performances? 2018-05-16T09:26:49.697

6 Does the model learn from the average of all the data points in the mini-batch? 2018-05-22T09:49:42.907

6 Evolving network in game 2018-08-24T08:16:56.343

6 AI composing music 2018-08-27T16:13:16.433

6 Q-Learning the generic maze solution 2018-10-17T12:00:49.070

6 Why L1/L2 regularization technique did not improve my accuracy? 2018-10-24T20:05:07.130

6 How do I predict if it is rainy or not? 2018-11-06T18:50:04.937

6 Why do very deep non resnet architectures perform worse compared to shallower ones for the same iteration? Shouldn't they just train slower? 2019-09-28T18:25:39.067

5 Is it feasible to train a Machine Learning Model (with image inputs) in an average personal computer? 2017-05-22T15:52:47.867

5 How does an activation function's derivative measure error rate in a neural network? 2017-11-30T20:57:09.410

5 For each epoch, can I use only on a subset of the full training dataset to train the neural network? 2018-07-27T17:48:59.153

5 What happens to the training data after your machine learning model has been trained? 2018-08-28T04:55:58.417

5 How do I choose the optimal batch size? 2018-10-21T17:09:04.533

5 What should we do when we have equal observations with different labels? 2019-08-23T21:19:55.670

5 Why evolutionary training of neural networks is not popular? 2019-09-19T16:45:25.910

5 How do neural network topologies affect GPU/TPU acceleration? 2019-09-23T14:05:46.593

4 What can be done to correct for sampling bias introduced from (noisy) training data while training a DNN? 2016-08-22T19:28:42.590

4 What are state-of-the-art ways of using greedy heuristics to initially set the weights of a Deep Q-Network in Reinforcement Learning? 2017-05-31T07:35:04.387

4 As a starter: what is the form of training data for image processing 2017-08-26T03:58:57.590

4 Would this relatively small dataset be enough to train a CNN? 2017-08-31T05:32:04.277

4 What approach should I use to detect faces in video game footage? 2017-10-30T02:13:23.367

4 How are LSTM's trained for text generation? 2017-11-10T06:19:58.130

4 How would you encode your input vector/matrix from a sequence of moves in game like tasks to train an AI? e.g. Chess AI? 2018-01-03T10:48:13.130

4 What is the most time-consuming part of training deep networks? 2018-04-01T19:50:28.670

4 How long has it taken for autonomous driving cars to be being sold and used on the roads today? 2018-05-18T23:20:52.177

4 Why should weights of Neural Networks be initialized to random numbers? 2018-06-18T19:32:27.573

4 How to compare the training performance of a model on different data input? 2018-08-19T19:42:27.537

4 Use Machine Learning/Artificial Intelligence to predict next number (n+1) in a given sequence of random increasing integers 2019-04-27T11:35:27.807

4 Iteratively and adaptively increasing the network size during training 2019-08-13T07:39:56.690

4 What is the "thing" which is trained in AI model training 2019-08-16T08:07:59.417

4 REINFORCE algorithm for portfolio optimization - problem while training 2019-10-22T12:24:55.860

4 Wouldn't convolutional neural network models work better without flattening the input in any stages? 2019-11-11T20:44:01.343

4 What does end-to-end training mean? 2019-11-17T16:10:57.923

4 Training and inference for highly-context-sensitive information 2019-12-21T01:32:38.963

4 What is the purpose of the batch size in neural networks? 2020-03-01T21:42:15.223

4 How do weights changes handles during back-propagation when there are unknown labels 2020-03-27T21:56:43.117

4 Forcing a neural network to be close to a previous model - Regularization through given model 2020-07-23T07:52:57.733

3 Is there a way to define the boundaries of the optimal size of a training set? 2016-08-04T15:49:13.793

3 Using feature learning for a medical text classification problem 2016-08-30T09:20:03.783

3 How close are we to having an AI that can play Magic: The Gathering objectively well? 2016-12-27T14:47:59.430

3 Can we apply ANN to cryptography? 2017-03-26T04:37:36.603

3 Is it possible to train a neural network to learn something via video footage? 2017-06-12T22:00:31.630

3 Are there independent evaluations of various major AI platforms? 2017-08-02T13:12:10.373

3 Solving Crossword Puzzles 2017-10-04T09:02:05.147

3 Periodic Pattern in Validation Loss Curve 2018-03-01T07:24:56.000

3 Does training happen during NEAT? 2018-03-08T23:48:42.083

3 Good idea to assign different objects to same class? 2018-03-26T09:29:22.130

3 Neural Network training beginner question 2018-04-29T07:57:54.930

3 How to design a recommendation system for shift swapping? 2018-05-14T05:33:52.187

3 If use the weights from previous iteration of a k-fold cross validation to seed a neural network classifier would I be overfitting? 2018-06-20T17:39:55.893

3 How to actually teach the ANN the resulting weights of different training inputs? 2018-06-22T07:24:19.283

3 What beginner-friendly machine learning method should I use to make teams for my pickup ultimate frisbee club fairly balanced? 2018-06-28T02:17:46.260

3 Use cross-validation to train after model selection 2018-08-29T16:15:20.757

3 What is the name of an AI system that learns by trial and error? 2018-10-03T16:44:19.617

3 How do biological neurons weights get initialized? 2019-01-09T11:11:51.937

3 How to train CNN such it eliminate dependent features and focuses on independent ones? 2019-02-06T13:48:43.677

3 Why are not validation accuracy and loss as smooth as train accuracy and loss? 2019-04-10T15:42:57.157

3 If loss reduction means model improvement, why doesn't accuracy increase? 2019-06-16T13:16:04.567

3 How can I incrementally train a Yolo model without catastrophic forgetting? 2019-07-16T13:30:52.173

3 What could an oscillating training loss curve represent? 2019-08-21T08:33:19.477

3 What are the reasons a perceptron is not able to learn? 2019-08-27T20:11:47.490

3 When to use RMSE as opposed to MSE and vice versa? 2019-08-31T16:44:30.220

3 Reinforcement learning with hints or reference model 2019-09-10T17:08:31.260

3 How can I reduce the GPU memory usage with large images? 2019-09-26T23:49:34.430

3 How to train a model to extract custom and unknown entities 2019-10-11T06:44:04.070

3 Generate Image with Artificial intelligence 2019-10-25T08:32:46.553

3 Training network with 4 GPUs performance is not exactly 4 times over one GPU why? 2019-10-30T14:29:24.127

3 How to organize model training hyperparameters 2019-11-20T12:54:46.480

3 What is meant by the expected BLEU cost when training with BLEU and SIMILE? 2020-05-03T08:15:07.343

3 Does Q Learning learn from an opponent playing random moves? 2020-05-03T22:05:05.463

3 What is the difference between training and testing in reinforcement learning? 2020-05-04T14:39:38.330

3 Is the test time the phase when the model's accuracy is calculated with test data set? 2020-05-13T08:55:40.750

3 How can I predict the true label for data with incomplete features based on the trained model with data with more features? 2020-07-23T10:44:28.770

2 Using AI capabilities for coding review 2016-08-11T10:41:10.593

2 3D - CNN. Why my cost function decreases, but the accuracy does not increase? 2017-04-03T14:29:17.783

2 How to generate question answer data set like babi from books 2017-06-05T17:36:55.457

2 Train, Validation and Test Split for Reporting Accuracy of Neural Model and BOW 2017-06-26T10:41:15.883

2 Recommendations on which architecture to use to guess appointment 2017-10-03T16:03:04.327

2 What fast loss convergence indicates on a CNN? 2017-12-05T07:34:53.323

2 Identifying if an image contains an object with very small (five image) training data set 2017-12-06T02:14:32.017

2 How would I implement this New Type of NN 2018-01-11T22:07:19.627

2 Classification Learning - Normalization of time series and live usage 2018-03-16T15:14:20.827

2 Shifting training data 2018-04-10T21:30:08.717

2 Performance Evaluation Metrics used in Training, Validation and Testing 2018-04-14T11:58:29.497

2 What is the best XOR neural network configuration out there in terms of low error? 2018-04-25T12:31:48.297

2 Recommended Modelling Technique for Influencer Marketing Scenario 2018-04-30T23:58:24.823

2 How to refine K-means clustering on a data set? 2018-05-09T09:28:56.357