2
2
0
2

 
r
a

 

M
6
1

 
 
]

G
L
.
s
c
[
 
 

2
v
2
3
6
1
1

.

1
1
1
2
:
v
i
X
r
a

Published as a conference paper at ICLR 2022

LOSSLESS COMPRESSION WITH
PROBABILISTIC CIRCUITS

Anji Liu
CS Department
UCLA
liuanji@cs.ucla.edu

Stephan Mandt
CS Department
University of California, Irvine
mandt@uci.edu

Guy Van den Broeck
CS Department
UCLA
guyvdb@cs.ucla.edu

ABSTRACT
LOSSLESS COMPRESSION WITH PROBABILISTIC CIRCUITS