A Linear Tempering Paradigm for Hidden Markov Models
Nonstationary inference has found the most successful practice in many tasks such as data mining and classification. However, sparse inference is not a very flexible problem. In this work, we consider the problem from the sparsity perspective. We argue that sparse inference is an important problem in data science, because its solution is more flexible. Specifically, we formulate the problem as a linear domain in nonlinear terms, and propose a formulation of the problem that avoids the need of regularization. We prove the lower bound of the solution, and give an algorithm that does not need any regularization, thus proving the existence of a sparse problem. We further present an algorithm for sparse inference that works without any regularization, and we show that it can solve the nonlinearity problem. Finally, we give an algorithm for sparse inference that is efficient as well as suitable for many general models.

BRUCHMANN: with much love for Techno music and club culture, much appreciation for music that works on the dancefloor, and for the crowd knowing how to let loose and enjoy.

Put on the needle, push the button, let´s move forward friends!

Recent past:
- 2020 - 
haha

- 2019 -
August 10. - Wilde Möhre Festival
June 27. - ФУЗИОН
- 2018 -
October 27. - Mensch Meier, Berlin
September 1. - Laut Klub, Braunschweig
August 10. - Wilde Möhre Festival
April 18. - Silodom, Saarbrücken

- 2012-2017 - beautiful city of Marburg ;)

...played at a variety of open airs, offlocations and clubs with a different synonym. 

Booking: just write to me

Contact:
eigentlichklaus@gmail.com



künftig:
25.08.2023     Moyn Festival, OiOiOi-Oyten
damalig:
15.06.2023      Meeresrausch Festival, Usedom
01.01.2023       Leipzig, & Dominik ist auch dabei
15.10. 2022      La Tutta Eini , Kater Blau, Berlin
03.07.2022     Fusion/ Fernab  & Dominik ist auch dabei
02.04.2022     TXPX, Leipzig   & Dominik ist auch dabei
26.09.2021     In einer Bucht, Plattenfreunde, Berlin
14.02.2020      LuL Label Night, Wilde Renate, Berlin
22.02.2020     Holy Mountain, MM, Berlin, & Dominik ist auch dabei
18.01.2020       Slow Love, Mensch Meier, Berlin
28.12.2019       Klunkerkranich, Berlin
21.12.2019        Oewerall Winternest, Ritter Butzke, Berlin
22.09.2019      Mensch Meier, Berlin
17.08.2019       Bucht der Träumer, & Dominik ist auch dabei
11.08.2019        Wilde Möhre 
30.06.2019      Fusion, Fernab, & Dominik ist auch dabei
09.03.2019      Bohnengold, Berlin, & maybe it` s N`Ice
18.01.2019         LuL Labelnight, Wilde Renate, Berlin
27.01.2019        Katerfreunde Plattenblau, Kater Blau, Berlin   & Dominik ist 
                          auch dabei
06.12.2018       Bohnengold, Berlin
24.11.2018         Fernab, in einer Bucht, Berlin
25.07.2018      Wem gehört die Welt, Köln
01.06.2018       Zu einer Zeit in Gardelegen, Gardelegen
30.04.2018      Übel& Gefährlich, Hamburg

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