Asifullah Khan

13 Questions 16 Answers 0 Followers

Questions related from Asifullah Khan

In case of intrusion detection through Machine learning, how could one tackle the polymorphism aspect of a malware?

Detecting behaviour of a malware with polymorphism attribute.

06 June 2019 7,921 4 View

In case of light weight CNN architectures, Which strategy is best?

For limited hardware resources, which ones are best? Is it the CNN architectures based on depthwise convolution or any other concept?

05 May 2019 9,419 2 View

In Machine learning, is it necessary that the training and test distribution be the same?

What if the test distribution is a little different than the training distribution.

04 April 2019 5,146 12 View

Can we train an AI system to guide us about the importance and worth of recent innovations?

I mean how can we tell that an existing idea/innovation is going to be very fruitful in next ten years or so. Can we train an AI system for this that can predict the dominance/worth of existing...

05 May 2018 1,775 2 View

Is it its possible that in future, each person has an adaptive AI System (like adaptive Deep NN) and wearable gadgets?

I think, its possible to have in future, an Adaptive AI System (like Adaptive Deep NN ) and wearable gadgets for each person. The Adaptive Deep NN will be smart enough to collect and analyse the...

05 May 2018 9,479 1 View

What is the best weight initialization strategy in Deep Convolutional Neural Notworks?

Setting initial parameters is quite important in many ML and specifically, in deep neural networks. Weights and biases are the parameters of a deep neural Network. So what is the best weight...

03 March 2018 8,007 4 View

Is ResNet a type of an ensemble Neural Network?

Resnet and other recent deep NN architectures seem to be Ensemble Neural Networks. Combiner/ MetaClassifiers

02 February 2018 9,247 1 View

Is split,Transform, and Merge concept good for Recent Convolutional Neural Networks?

It is was proposed in Inception Architecture and is being exploited in recent CNN Architectures. Is it good in combination with depth of the architecture.

01 January 2018 7,683 1 View

How far we can go in bringing innovations in the architectures of Deep Convolutional Neural Networks ?

We have two basic aspects of Artificial Neural Networks; (a) Architecture and (b) Learning Strategy. How far we can go in bringing innovations in the Architectures of Deep Convolutional Neural...

01 January 2018 8,802 3 View

What could be the strategies to avoid overfitting in deep neural Networks

Deep neural networks have high representational capacity and have gained much success in recent years. However, with the ability of high representational capacity, it can also suffer from...

06 June 2017 3,653 8 View

Is deep learning good for regression problems?

Is deep Learning ( deep neural networks, convolutional deep neural networks, etc.) good for regression problems?

02 February 2015 6,869 14 View

Are Cooperative Evolutionary Algorithms suitable for combinatorial problems

Cooperative Evolutionary Algorithms are said to be quite suitable for large-scale optimization problems (Probably, involving high-dimensionality).

07 July 2014 516 0 View

What is the best strategy for coping with, both the challenges of large dimensionality and data imbalance?

It becomes very difficult to cope with both data imbalance and high dimensionality.

05 May 2014 410 7 View