Tracklist 

Roza Terenzi - Bricks
Wayward - Raval 
E00 - Parade 
Gideon Jackson - Taj Mahal 
Pangaea - Midnight Plane
Seo John - Dimension Walking (Bliss Inc. Remix)
Mary Lake - Top Skipper
Bliss Inc. - Transitions
Sally C - Lets get this 
Binary Digit - Untitled 38490
Moma Ready - Portal Step 
ANZ - Stepper
Roza Terenzi & DJ Zozi - G Step
Priori - Infinity
Pearson Sound - Alien Mode
Klex - X_Breaks 
Perm - Untitled 
Ludwig A.F. Röhrscheid - Velocity 
Ciel & Ali Berger - Damn Skippy!
Carmel & Salomo - You Can

FORWARD #1 Vilma - For Leyla

what's next?
06/02/2025 FORWARD TAKEOVER disco sour @ B-Lage, Berlin
29/03/2025 FORWARD & ABNW SOLIDARITY event @ ://about blank, Berlin

past
04/10/2024 FORWARD invites..., Locke, Hamburg
29/09/2024 Vilma b2b2b ASA 808, jo.desaga, Paloma Bar, Berlin
27/07/24 Vilma b2b BKMN Grethenfest, Aken
03/08/24 Vilma b2b Gleisi123 Holiday Weekender, ://aboutblank, Berlin
02/08/24 Vilma b2b jo.desaga Holiday Weekender, ://aboutblank, Berlin
23/05/2024 Vilma @ Sektgarten, ://about blank, Berlin
15/06/2024 Jumi @ Viaggio di nozze, SLOT, Hamburg
23/06/2024 Vilma @ Circle of Love, transit, Chemnitz 
09/05/2024 Vilma @ Treibsand Open Air, Spinnerei, Chemnitz
12/04/2024 Vilma b2b Jo @ ABNW, ://about blank, Berlin
08/03/2024 FORWARD x TOYS feminist fundraiser, ://about blank, Berlin
10/02/2024 Vilma b2b BKMN @ STAUB 11 @ aboutblank, Berlin 
18/11/2023 FORWARD & friends @ SLOT Keller, Hamburg 
19/08/2023 Frau Levi, born with a nervous breakdown @ ://about blank, Berlin
06/05/2023 Vilma, ://aboutblank, Berlin
07/07/2023 Vilma, TraTra Festival, Basel (CH)
08/04/23 dynamic klits b2b Vilma & Frau Levi, @ FORWARD Prayer edit., ://about blank, Berlin
11/03/23 dynamic klits, Südpol, Hamburg 
11/03/23 Vilma, @ STAUB, ://about blank, Berlin
08/03/23 Frau Levi, @ DRIVE, ://about blank, Berlin
18/02/23 dynamic klits, p.ara, Bremen
04/02/23 dynamic klits, SLOT, Hamburg 
27/01/23 Frau Levi, Pfote Snorris & Vilma @ ABNW, ://about blank, Berlin
08/09/22 dynamic klits b2b Vilma @ ABNW, ://about blank, Berlin
21/08/22 FORWARD garden edit @ ://about blank, Berlin
09/07/22 Vilma b2b BKMN @ LTHG, ://about blank, Berlin
25/06/22 Frau Levi @ Tresor.West Klubnacht, Dortmund
18/06/22 dynamic klits b2b Vilma @ 10 Jahresparty Kollektiv Roter Sternenfunke JUZ, Mannheim
23/04/22 FORWARD collective @ ://about blank, Berlin
16/04/22 Frau Levi @ Goethebunker, Essen
08/03/22 Sexed Power: FORWARD meets G-EDIT @ ://about blank, Berlin









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FORWARD is a collective analog and digital space for networking, exchanging skills and empowerment about and in music, art & culture by and for FLINTA* people. 
We are very happy to exchange, learn and collaborate with you! Please write to us - forwardcollective@riseup.net
**************************************************************

a fool for deep rollers and naughty bouncers
queer spirit | move ya waisteline to the bassline

01.08.2025 @ Callshop Radio NachtiFM,Olganitz 
19.07.2025 @ Freizeitlärm, Kultursommer Oldenburg
09.05.2025 @ Radio Angrezi b2b Katze203
22.02.2025 Ambientscience as Mind Hive @ Still Looking for Space
24.01.2025 @ MS Treue, HB
01.01.2025 @ KH7, b2b EO
14.12.2024 @ LIFT, Bremen b2b Cass.
09.11.2024 @ Studio Illegale b2b EO
30.08.2024 @ Bruchlandung b2b Samcho Panza
05.07.2024 @ Breminale b2b Biiird
14.06.2024 @ P.aras große Pause
27.04.2024 @ MS Treue
01.03.2024 @ MS Treue
17.02.2024 @ Lift
01.01.2024 b2b EO @ KH7 New Years
16.12.2023 b2b EO @ Studio Illegale
14.10.2023 @ Lift
15.07.2023 @ Breminale
03.06.2023 @ ZfK x Delusion (HB)
27.05.2023 B2B Kim. @ Polarity Südpol (HH)
28.04.2023 @ KH7 (HB)
24.03.2023 @ Infrazonic, Kultur im Bunker (HB)
25.02.2023 @ Polarity, Südpol (HH)
18.02.2023 @ Studio Illegale (HB)
03.02.2023 @ Lift (HB)
12.11.2022 B2B Cass. @ Lift (HB)
30.09.2022 infrazonic @ Kultur im Bunker (HB) 2020
15.07.2020 Noar Radio Show @ Coloradio Dresden (DD)

*****************************************************************

back then:

Version (OS) // Stammtisch Mortale Open Air (OS) // Club Koralle (DD) // Treibhaus (DL) //Sonderbar (DL) //Rohtabak (DL) // Fritz Klub (DL) // Juha (RW) // AJZ  (LE)

co-founder of FORWARD collective
part of about bridges not walls collective
1/2 of stolz & trauzettel

contact
forwardcollective(@)riseup.net

foto credits
Lisa Schulz (https://www.instagram.com/itsleecee/)

loveletters and booking here please: thisisgroberunfug@gmail.com

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.

future
...

past
10.02.24 STAUB 11, ://about blank, Berlin 
20.01.24 JaSe <3, Diezko, Leipzig 
18.11.23 FORWARD & friends, SLOT, Hamburg 
15.04.23 KLUB Matinee, Diezko, Leipzig 
11.03.23 STAUB, ://about blank, Berlin 
09.07.22 LTHG, ://about blank, Berlin 
06.11.21 Gelegenheiten, Berlin
23.10.21 KINDL, Berlin
22.08.20 ://about blank, Berlin
28.12.19 STAUB, ://about blank, Berlin
21.09.19 Chausseestraße 131, Berlin
29.06.19 Golden Pudel Club, Hamburg
26.06.19 Fusion, Lärz
05.04.19 ://about blank, Berlin
01.02.19 ://about blank, Berlin
29.12.18 STAUB, ://about blank, Berlin
27.10.18 Mensch Meier, Berlin
13.10.18 So&So, Leipzig 
07.09.18 friz kaffeeklatsch, Secret
12.08.18 Wilde Möhre Festival, Drebkau