Researcher Evidence Record

Olexa Bilaniuk

This bounded record lists 10 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.LG, stat.ML, cs.AI work dated 2016 to 2024. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Identity 2 canonical identity row plus typed public identifiers Pith papers 10 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 0 of 10 papers carrying a current Pith review; presence, not outcome Sourced citations 5 of 10 works with a source-named citation count Coauthors 50 distinct coauthors across shared paper rows

Enumerated paper scope: 6 fields (cs.LG, stat.ML, cs.AI, +3 more) · 2016-2024 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

2024 Pith paper

Introducing Milabench: Benchmarking Accelerators for AI

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

5

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2022 Pith paper

BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU

cs.AR provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2021 Pith paper
Learning Neural Causal Models with Active Interventions

stat.ML provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2020 Pith paper

COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing

cs.CY provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

15

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2019 Pith paper
Learning Neural Causal Models from Unknown Interventions

stat.ML provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

46 external cited by from arxiv_reference

7 pith inbound references from cited_work_pith_inbound_counts
2019 Pith paper
A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

6

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

122 external cited by from pith

4 pith inbound references from cited_work_pith_inbound_counts
2018 Pith paper
Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

2 pith inbound references from cited_work_pith_inbound_counts
2017 Pith paper

Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks

cs.AI provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2017 Pith paper
Deep Complex Networks

cs.NE provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

10 pith inbound references from cited_work_pith_inbound_counts
2016 Pith paper

Feedforward Initialization for Fast Inference of Deep Generative Networks is biologically plausible

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Olexa Bilaniuk

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	10 of 10 bounded rows	Rows attributed to this author UUID in the Pith corpus. source=paper_authors
works	Measured zero	0 of 0 bounded rows	Imported works not duplicated by the paper ledger. source=author_works
reviews	Measured zero	0 of 10 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	5 of 10 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	50 of 10 bounded rows	Shared-work edges from admitted paper rows. source=paper_authors
account	Unavailable	No public count of 1 bounded rows	Account metadata is separate from corpus evidence. source=users.author_id

Public identity sources

name variant
Olexa Bilaniuk backfill
confidence 0.6

identity history

Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

cs.LG4 rows
stat.ML2 rows
cs.AI1 rows
cs.AR1 rows
cs.CY1 rows
cs.NE1 rows
20161 rows
20172 rows
20181 rows
20192 rows
20201 rows
20211 rows
20221 rows
20241 rows

Shared-work index

Abhinav Sharma1 shared rows
paper_authors
Akshay Patel1 shared rows
paper_authors
Andrew Williams1 shared rows
paper_authors
Anirudh Goyal5 shared rows
paper_authors
Arnaud Bergeron1 shared rows
paper_authors
Benjamin Scellier1 shared rows
paper_authors
Bernhard Sch\"olkopf3 shared rows
paper_authors
Bruno Carrez1 shared rows
paper_authors
Chiheb Trabelsi1 shared rows
paper_authors
Chris Pal3 shared rows
paper_authors
Christopher J Pal1 shared rows
paper_authors
Christopher Pal2 shared rows
paper_authors
David Buckeridge1 shared rows
paper_authors
Dmitriy Serdyuk1 shared rows
paper_authors
Eilif B. Muller1 shared rows
paper_authors
Fabrice Normandin1 shared rows
paper_authors
Fr\'ed\'eric Osterrath1 shared rows
paper_authors
Ga\'etan Marceau Caron1 shared rows
paper_authors
Guillaume Alain1 shared rows
paper_authors
Hannah Alsdurf1 shared rows
paper_authors
Hugo Larochelle1 shared rows
paper_authors
Irina Rish1 shared rows
paper_authors
Jean-Pierre David1 shared rows
paper_authors
Jian Tang1 shared rows
paper_authors
Jo\~ao Felipe Santos1 shared rows
paper_authors
Joanna Merckx1 shared rows
paper_authors
Joao Sacramento1 shared rows
paper_authors
Jonathan Binas2 shared rows
paper_authors
Joseph Viviano1 shared rows
paper_authors
Joumana Ghosn1 shared rows
paper_authors
Laurent Charlin1 shared rows
paper_authors
Le Zhang1 shared rows
paper_authors
Marc-Andre Rousseau1 shared rows
paper_authors
Martin Weiss1 shared rows
paper_authors
Meng Qu1 shared rows
paper_authors
Michael C. Mozer3 shared rows
paper_authors
MohammadHossein AskariHemmat1 shared rows
paper_authors
Nan Rosemary Ke4 shared rows
paper_authors
Nanor Minoyan1 shared rows
paper_authors
Nasim Rahaman2 shared rows
paper_authors
Negar Rostamzadeh1 shared rows
paper_authors
Nino Scherrer1 shared rows
paper_authors
Olivier Breuleux1 shared rows
paper_authors
Patrick Schwab1 shared rows
paper_authors
Pierre Delaunay1 shared rows
paper_authors
Pierre Luc Carrier1 shared rows
paper_authors
Satya Ortiz-Gagn\'e2 shared rows
paper_authors
Stefan Bauer2 shared rows
paper_authors
Tristan Deleu2 shared rows
paper_authors
Yoshua Bengio8 shared rows
paper_authors

Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.

Self-published account annex

Linked Pith account

Unavailable No public Pith account is linked to this corpus identity.

The account lane is self-published. Linking proves account control only and changes no corpus fact.