NBDSM - Revision history

Fineline: /* What */

2018-07-09T02:55:48Z

What

← Older revision		Revision as of 19:55, 8 July 2018
Line 20:		Line 20:
	== What ==		== What ==

	nBDSM is the noiseBridge Deepnet and Statistical Mechanics working group. We meet ~~weekly~~ to learn, teach, and discuss topics at the intersection of AI/deep learning and statistical mechanics. Note that we have a non-trivial overlap with The One, The Only [https://www.noisebridge.net/wiki/DreamTeam Noisebridge DreamTeam].		nBDSM is the noiseBridge Deepnet and Statistical Mechanics working group. We meet periodically to learn, teach, and discuss topics at the intersection of AI/deep learning and statistical mechanics. Note that we have a non-trivial overlap with The One, The Only [https://www.noisebridge.net/wiki/DreamTeam Noisebridge DreamTeam].

	We're focused on theory. Implementation is fun too, but has its own set of (mostly orthogonal) skills that we'll cover only lightly.		We're focused on theory. Implementation is fun too, but has its own set of (mostly orthogonal) skills that we'll cover only lightly.

Fineline: /* Interesting papers */

2018-01-04T04:04:37Z

Interesting papers

← Older revision		Revision as of 21:04, 3 January 2018
Line 69:		Line 69:

	* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]		* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]
	* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831], Recreation at https://github.com/fineline179/MEHTA_project [https://github.com/fineline179/MEHTA_project]		* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831], Recreation at [https://github.com/fineline179/MEHTA_project https://github.com/fineline179/MEHTA_project]
	* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]		* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]
	* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]		* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]

Fineline: /* Interesting papers */

2018-01-04T04:04:11Z

Interesting papers

← Older revision		Revision as of 21:04, 3 January 2018
Line 69:		Line 69:

	* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]		* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]
	* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831], Recreation at [https://github.com/fineline179/MEHTA_project]		* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831], Recreation at https://github.com/fineline179/MEHTA_project [https://github.com/fineline179/MEHTA_project]
	* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]		* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]
	* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]		* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]

Fineline: /* Interesting papers */

2018-01-04T04:03:51Z

Interesting papers

← Older revision		Revision as of 21:03, 3 January 2018
Line 69:		Line 69:

	* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]		* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]
	* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831]		* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831], Recreation at [https://github.com/fineline179/MEHTA_project]
	- Recreation at [https://github.com/fineline179/MEHTA_project]
	* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]		* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]
	* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]		* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]

Fineline: /* Interesting papers */

2018-01-04T04:03:28Z

Interesting papers

← Older revision		Revision as of 21:03, 3 January 2018
Line 70:		Line 70:
	* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]		* Chen et al. - On the Equivalence of Restricted Boltzmann Machines and Tensor Network States - [https://arxiv.org/abs/1701.04831v1 arXiv:1701:04831v1]
	* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831]		* Mehta et al. - An exact mapping between the Variational Renormalization Group and Deep Learning - [https://arxiv.org/abs/1410.3831 arXiv:1410.3831]
			- Recreation at [https://github.com/fineline179/MEHTA_project]
	* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]		* Saxe et al. - Exact solutions to the nonlinear dynamics of learning in deep linear neural networks - [https://arxiv.org/abs/1312.6120 arXiv:1312.6120]
	* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]		* Deng et al. - Quantum Entanglement in Neural Network States [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]

Fineline: /* 8/10/17 - Informal Meetup: Bring papers you've been reading, material/texts you've been working through, questions to ask, and Things You Understand to teach. */

2017-08-05T13:32:21Z

8/10/17 - Informal Meetup: Bring papers you've been reading, material/texts you've been working through, questions to ask, and Things You Understand to teach.

← Older revision		Revision as of 06:32, 5 August 2017
Line 2:		Line 2:
	== Schedule ==		== Schedule ==

	=== 8/10/17 - Informal Meetup: Bring papers you've been reading, material/texts you've been working through, questions to ask, and Things You Understand to teach. ~~===~~		=== 8/10/17 - Informal Meetup ===

			Bring papers you've been reading, material/texts you've been working through, questions to ask, and Things You Understand to teach.

			Dress code this week is all black.

			Social events to follow.

	=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===		=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===

Fineline: /* Schedule */

2017-08-05T13:31:28Z

Schedule

← Older revision		Revision as of 06:31, 5 August 2017
Line 2:		Line 2:
	== Schedule ==		== Schedule ==

	=== 8/10/17 - Informal Meetup: Bring papers you've been reading, material/texts you've been working through, questions to ask, and Things You Understand to teach.		=== 8/10/17 - Informal Meetup: Bring papers you've been reading, material/texts you've been working through, questions to ask, and Things You Understand to teach. ===

	=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===		=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===

72.182.125.7: /* 8/10/17 - Talk and Discussion: Dr. Sohaib Alam - Quantum Entanglement in Neural Network States */

2017-08-05T13:31:02Z

8/10/17 - Talk and Discussion: Dr. Sohaib Alam - Quantum Entanglement in Neural Network States

← Older revision		Revision as of 06:31, 5 August 2017
Line 2:		Line 2:
	== Schedule ==		== Schedule ==

	=== 8/10/17 - ~~Talk and Discussion: Dr. Sohaib Alam - Quantum Entanglement in Neural Network States ===~~		=== 8/10/17 - Informal Meetup: Bring papers you've been reading, material/texts you've been working through, questions to ask, and Things You Understand to teach.
	~~Dr. Alam will give an overview of [https~~:/~~/arxiv.org/abs/1701.04844 arXiv:1701.04844]. This meeting will have the feel of a journal club session~~, ~~rather than a class~~.

	=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===		=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===

72.182.125.7: /* 8/10/17 - Talk and Discussion: Dr. Sohaib Alam - Quantum Entanglement in Neural Network States */

2017-08-02T07:19:29Z

8/10/17 - Talk and Discussion: Dr. Sohaib Alam - Quantum Entanglement in Neural Network States

← Older revision		Revision as of 00:19, 2 August 2017
Line 3:		Line 3:

	=== 8/10/17 - Talk and Discussion: Dr. Sohaib Alam - Quantum Entanglement in Neural Network States ===		=== 8/10/17 - Talk and Discussion: Dr. Sohaib Alam - Quantum Entanglement in Neural Network States ===
	Dr. Alam will give an overview of [https://arxiv.org/abs/1701.~~04831v1~~ arXiv:1701.04844]. This meeting will have the feel of a journal club session, rather than a class.		Dr. Alam will give an overview of [https://arxiv.org/abs/1701.04844 arXiv:1701.04844]. This meeting will have the feel of a journal club session, rather than a class.

	=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===		=== 7/6/17 - Talk and Discussion: Dr. Steve Young - Boltzmann Machines and Statistical Mechanics. ===

Fineline: /* Links */

2017-07-27T18:47:46Z

Links

← Older revision		Revision as of 11:47, 27 July 2017
Line 46:		Line 46:
	These are my ongoing personal written working notes. They are a mess, but you can at least use them to see what I'm working on.		These are my ongoing personal written working notes. They are a mess, but you can at least use them to see what I'm working on.

	* [https://1drv.ms/o/s!AmTN0QVCYp0Og-BvczbkIA4xN1FfKg Steve's AI Learning Notes]		* [https://1drv.ms/o/s!AmTN0QVCYp0Og-BvczbkIA4xN1FfKg Steve's AI Learning Notes (read only, so people don't draw butts or flowers all over everything)]

	== Papers ==		== Papers ==